MobiNetS - User contributions [en]

Course:Advanced Network Computing

2021-10-25T01:44:26Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 10:20-11:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 11:10-11:55
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆，熊子良 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification, ICNP’21
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 Cost-Effective Cloud Edge Traffic Engineering with CASCARA，NSDI'2021
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 Towards Minimum Fleet for Ridesharing-Aware Mobility-on-Demand Systems,INFOCOM'21
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural-Enhanced Live Streaming: Improving Live Video Ingest via Online Learning，SIGCOMM’20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: 刘祥坤)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 Device-Based LTE Latency Reduction at the Application Layer NSDI’20
* Session 12 (41-44) (Chair: 毛培力)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Monoxide: Scale out Blockchains with Asynchronous Consensus Zones
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-4 get 3 bonus points
# time slots 5-22 get 2 bonus points
# time slots 23-36 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-10-18T02:36:35Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 10:20-11:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 11:10-11:55
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆，熊子良 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification, ICNP’21
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 Cost-Effective Cloud Edge Traffic Engineering with CASCARA，NSDI'2021
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural-Enhanced Live Streaming: Improving Live Video Ingest via Online Learning，SIGCOMM’20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: 刘祥坤)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: 毛培力)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Monoxide: Scale out Blockchains with Asynchronous Consensus Zones
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-4 get 3 bonus points
# time slots 5-22 get 2 bonus points
# time slots 23-36 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-10-13T02:50:35Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 10:20-11:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 11:10-11:55
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆，熊子良 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification, ICNP’21
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 Cost-Effective Cloud Edge Traffic Engineering with CASCARA，NSDI'2021
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage，NSDI'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: 刘祥坤)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: 毛培力)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Monoxide: Scale out Blockchains with Asynchronous Consensus Zones
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-10-12T08:36:28Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 10:20-11:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 11:10-11:55
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆，熊子良 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification, ICNP’21
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 Cost-Effective Cloud Edge Traffic Engineering with CASCARA，NSDI'2021
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage，NSDI'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: 刘祥坤)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Monoxide: Scale out Blockchains with Asynchronous Consensus Zones
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-10-12T08:29:00Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 10:20-11:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 11:10-11:55
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆，熊子良 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 Cost-Effective Cloud Edge Traffic Engineering with CASCARA，NSDI'2021
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage，NSDI'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: 刘祥坤)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Monoxide: Scale out Blockchains with Asynchronous Consensus Zones
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-10-12T06:46:21Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆，熊子良 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 Cost-Effective Cloud Edge Traffic Engineering with CASCARA，NSDI'2021
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage，NSDI'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: 刘祥坤)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Monoxide: Scale out Blockchains with Asynchronous Consensus Zones
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-10-11T02:52:32Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 Cost-Effective Cloud Edge Traffic Engineering with CASCARA，NSDI'2021
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage，NSDI'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Monoxide: Scale out Blockchains with Asynchronous Consensus Zones
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-10-11T02:48:55Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage，NSDI'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-29T02:59:38Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Routing on Multiple Optimality Criteria, SigComm'20
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: 严灿)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-28T09:44:57Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 A Nationwide Census on WiFi Security Threats: Prevalence, Riskiness, and the Economics , MobiCom 2021
* Session 7 (23-26) (Chair: 赵景阳)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-28T09:42:22Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-28T09:42:13Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆，熊子良 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-26T03:57:33Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯，边雨杨 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-26T03:34:43Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/13
! scope="col" colspan="3"| 10/20
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: 陈邶涛)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-22T02:41:41Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: 张林元齐)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-22T02:30:37Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#程岩松，李鑫 Zero downtime release: Disruption-free load balancing of a multi-billion user website
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-22T02:29:33Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#卫文杰,罗通,汪玉洁 Sensing and Communication Integrated System for Autonomous Driving Vehicles
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#倪孝泽，宋书玮 Understanding Ethereum via Graph Analysis, INFCOM, 2018
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-22T02:26:17Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露，翟圣杰 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 邵贤栋，彭宇博 WiTAG: Seamless WiFi Backscatter Communication， Sigcomm2020
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-16T01:44:33Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: 王翰生)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
#
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-15T02:03:47Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨,刘文君 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
#
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#李洪平，赵卓逸 PTAuth: Temporal Memory Safety via Robust Points-to Authentication NSDI’21
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-14T08:18:53Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: 杨轶)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets,INFOCOM'2021
* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
#
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 Hop-by-Hop Multipath Routing:Choosing the Right Nexthop Set，INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: 张馨月)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
# 吴同宇，罗凯文 Layer Aware Microservice Placement and Request Scheduling at the Edge，infocomm，2021
* Session 11 (37-40) (Chair: XXX)
#孙震，巩嘉诚 PDVocal: Towards Privacy-preserving Parkinson’s Disease Detection using Non-speech Body Sounds，MobiCom，19
#
#柯德劲，Your Home is Insecure: Practical Attacks on Wireless Home Alarm Systems，INFOCOM'21
#
* Session 12 (41-44) (Chair: XXX)
#张春潮，Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission，INFOCOM‘19
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-14T08:07:27Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021

* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
* Session 7 (23-26) (Chair: XXX)
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
* Session 9 (31-33) (Chair: XXX)
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
#
* Session 11 (37-40) (Chair: XXX)
#
#
#
#
* Session 12 (41-44) (Chair: XXX)
#
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-14T08:06:25Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021

* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020

* Session 7 (23-26) (Chair: XXX)
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21

* Session 9 (31-33) (Chair: XXX)

# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
# 程柯菡,张煦,张宇轩 Large-scale Vehicle Trajectory Reconstruction with Camera Sensing Network, Mobicom, 2021
#
* Session 11 (37-40) (Chair: XXX)
#
#
#
#
* Session 12 (41-44) (Chair: XXX)
#
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-13T11:05:26Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Session 1 10/11 19:30-20:35(1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 10/11 20:40-21:10(5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 10/18 19:30-20:35(9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 10/18 20:40-21:10(13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021

* Session 5 (17-19) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
* Session 6 (20-22) (Chair: 周子涵)
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020

* Session 7 (23-26) (Chair: XXX)
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
* Session 8 (27-30) (Chair: XXX)
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? INFOCOM
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21

* Session 9 (31-33) (Chair: XXX)

# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，SigComm ' 20
# 张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
* Session 10 (34-36) (Chair: XXX)
# 王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
#
#
* Session 11 (41-44) (Chair: XXX)
#
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-13T07:50:12Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Session 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 (5-8) (Chair: 张煦)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Session 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Session 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Session 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Session 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，
SigComm ' 20
* Session 8 (33-36) (Chair: XXX)
#张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
#王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
#
#
* Session 8 (37-40) (Chair: XXX)
#
#
#
#
* Session 8 (41-44) (Chair: XXX)
#
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-13T02:53:54Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Session 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Session 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Session 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Session 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Session 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，
SigComm ' 20
* Session 8 (33-36) (Chair: XXX)
#张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
#王瀚生 Ownership: A Distributed Futures System for Fine-Grained Tasks，NSDI'21
#
#
* Session 8 (37-40) (Chair: XXX)
#
#
#
#
* Session 8 (41-44) (Chair: XXX)
#
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-13T02:31:40Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Session 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 L2D2: low latency distributed downlink for LEO satellites，SigComm‘21
* Session 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Session 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Session 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Session 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Session 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，
SigComm ' 20
* Session 8 (33-36) (Chair: XXX)
#张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
#
#
#
* Session 8 (37-40) (Chair: XXX)
#
#
#
#
* Session 8 (41-44) (Chair: XXX)
#
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-13T02:26:09Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Session 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Session 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Session 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Session 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Session 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Session 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Session 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Session 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，
SigComm ' 20
* Session 8 (33-36) (Chair: XXX)
#张馨月,杨瑞,林贵鑫 Sdn candidate selection in hybrid ip/sdn networks for single link failure protection，ToN '20
#
#
#
* Session 8 (37-40) (Chair: XXX)
#
#
#
#
* Session 8 (41-44) (Chair: XXX)
#
#
#冯佳铭，严然 Keep Others From Peeking At Your Mobile Device Screen!，MobiCom，2019
#
===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-10T01:39:36Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 魏凡越，孙翔宇 Swift: Delay is Simple and Effective for Congestion Control in the Datacenter，
SigComm ' 20

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T07:44:37Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 张廷意，李林峰 Neural Tensor Completion for Accurate Network Monitoring，INFOCOM'20
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T07:11:15Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 31
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T07:09:05Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:grey;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:grey;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:grey;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 20
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 21
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 22
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;"| 34
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T07:07:03Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:blue;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:blue;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:blue;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:blue;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:blue;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:blue;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T07:04:30Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T07:03:51Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:blue;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T07:02:24Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 刘卓柳，王海燕 Robust Service Mapping in Multi-Tenant Clouds， INFOCOM21
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T06:59:47Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 30.
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T03:13:36Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: 周子涵)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 周子涵，张棋 HeadFi: Bringing Intelligence to All Headphones (MobiCom2021)
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 王亚鑫，赵昊，张鹏宇 (How Much) Does a Private WAN Improve Cloud Performance? ,INFOCOM
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T03:07:58Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: XXX)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: 周子涵)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 李思思，苑舒雨 Fire in Your Hands: Understanding Thermal Behavior of Smartphones, MobiCom'19
# 27.
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 30.
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T03:05:19Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: XXX)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: 周子涵)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 26.
# 27.
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 30.
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T02:47:42Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: XXX)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
# 26.
# 27.
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
# 30.
# 31.
# 32.

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-09T02:46:29Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: 周在磊)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 张欣然，陈维龙，王鹏 Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, INFOCOM'20
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
# 邓紫菱,周楠馨 Server-driven video streaming for deep learning inference, SigComm'20
* Section 6 (21-24) (Chair: XXX)
# 李思怡，武宁宁 Network Planning with Deep Reinforcement Learning, SIGCOMM, 2021
# 冯丹阳，罗涵 Reducto: On camera filtering for resource-efficient real-time video analytics, SIGCOMM 2020
# 杨轶 Network Planning with Deep Reinforcement Learning，SIGCOMM’21
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 7 (25-28) (Chair: XXX)
# 刘靖，陈玄 NitroSketch: Robust and General Sketch-based Monitoring in Software Switches，INFOCOM'19
#
#
# 常智珩，韩孟群 (How Much) Does a Private WAN Improve Cloud Performance?，infocom'2020
* Section 8 (29-32) (Chair: XXX)
# 李仲意，施柯 Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy Consumption，SigComm '20
#
#
#

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-08T08:10:33Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#周在磊
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: XXX)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
# 葛孟雨 A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing, INFOCOM'21
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
# 李欣悦，戴子玟 WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum
#
* Section 6 (21-24) (Chair: XXX)
#
#
#
#
* Section 7 (25-28) (Chair: XXX)
#
#
#
#
* Section 8 (29-32) (Chair: XXX)
#
#
#
#

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-08T08:00:13Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#周在磊
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: XXX)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 郑凯文,徐显阳,丛荣 Radio Frequency Fingerprint Identification for LoRa Using Deep Learning, JSAC’ 2021
# 苑辉辉,曹武豪 EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets, INFOCOM'2021
* Section 5 (17-20) (Chair: XXX)
#
# 陈一，卢庚源 Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing, IEEE INFOCOM, 2021
#
#
* Section 6 (21-24) (Chair: XXX)
#
#
#
#
* Section 7 (25-28) (Chair: XXX)
#
#
#
#
* Section 8 (29-32) (Chair: XXX)
#
#
#
#

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-07T09:43:56Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*#刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*#王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*#徐昊，江威峰 Meaningful Availability NSDI'20
*#周在磊
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: XXX)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 15.
# 16.
* Section 5 (17-20) (Chair: XXX)
#
#
#
#
* Section 6 (21-24) (Chair: XXX)
#
#
#
#
* Section 7 (25-28) (Chair: XXX)
#
#
#
#
* Section 8 (29-32) (Chair: XXX)
#
#
#
#

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-07T09:43:07Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*# 刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*# 王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*# 徐昊，江威峰 Meaningful Availability NSDI'20
*# 周在磊
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: XXX)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
# 15.
# 16.
* Section 5 (17-20) (Chair: XXX)
#
#
#
#
* Section 6 (21-24) (Chair: XXX)
#
#
#
#
* Section 7 (25-28) (Chair: XXX)
#
#
#
#
* Section 8 (29-32) (Chair: XXX)
#
#
#
#

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-07T09:41:08Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 32
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 33
|-
! scope="row"| 15:20-16:05
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 20
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 21
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 22
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 34
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 35
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 36
|-
|}

Presentations:
* Section 1 (1-4) (Chair: XXX)
*# 刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*# 王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*# 徐昊，江威峰 Meaningful Availability NSDI'20
*# 周在磊
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，陈嘉俊 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
# 刘祥坤,彭志昊 EagleEye: Wearable Camera-based Person Identification in Crowded Urban Spaces （MobiCom）2021
* Section 3 (9-12) (Chair: XXX)
# 黄宇胜，刘嘉贺 GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks INFOCOM'19
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: XXX)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
# 刘佳欣，张宁，邓力玮 Predictability and Prediction of Human Mobility Based on Application-Collected Location Data, TMC, 2021
#
#
* Section 5 (17-20) (Chair: XXX)
#
#
#
#
* Section 6 (21-24) (Chair: XXX)
#
#
#
#
* Section 7 (25-28) (Chair: XXX)
#
#
#
#
* Section 8 (29-32) (Chair: XXX)
#
#
#
#

===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-07T09:22:26Z

Shiqi:

==Introduction==
This course will introduce recent advances in network computing.
Specifically, it contains four sections: SDN/NFV, Edge Computing, IoT, and Network Big Data.
In SDN/NFV, we mainly talk about two topics: Consistent update, traffic engineering and VNF embedding.
In Edge Computing, we mainly talk about the topics of deployment and task offloading.
In Internet-of-Things, we mainly talk about the topics of low-power protocols, long-range IoT and IoT applications/systems.
In Network Big Data, we mainly talk about the topics of wireless sensing and various applications based on smartphone big data.
[[File:Anc_bg_img.png|thumb]]
Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2019

==Requirements (2021)==
Final score = 40% x class presentation+ 60% x exam.

===Class presentation===
The class score comes from the class presentations.
* Each student is required to participate in a presentation (15 min) of a research paper selected from the top conferences/journals in network computing.
* Each presentation allows up to four presenters.
* The fourth presenter will have 10 points fewer than the first three members.
* '''You may also choose to serve as a session chair so that you do not have to present papers. The session chair will share the same score with the highest score of the session papers.'''
====Paper selection====
Conference/journal rankings:
* Class A: SigComm/INFOCOM/MobiCom/ToN/TMC/TPDS/JSAC/TC/NSDI/
* Class B: MobiHoc/MobiSys/SenSys/ICDCS/IPSN/ICNP/IWQoS/other IEEEACM Transactions
* Class C: SECON/MASS/DCOSS/Posters from Class-A conferences
If you have no idea after going through the above list, you may select papers from the [[Resource:Reading_List|list]].

====Time slots====
We have in total 32 time slots for presentations.
Please send a mail to [mailto:anc_course@mobinets.org "anc_course@mobinets.org"] and apply for a specific slot.
The format of the mail is shown as below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: 时间序列申请 (Time slot application)
Mail:
论文 (Paper info)：XXXXX, Conference/Journal name, Year
申请序列 (Preferred slots)：14,21,1
演讲成员 (Members)：
刘华强 (Name1)；202101233210
鹿晗 (Name2)； 201901233211
赵本山 (Name3)； 202001233212
</pre>

If you are applying for a session chair role, please follow the template below.
<pre style="whitespace:pre-wrap; text-align: left;">
Title: Session chair application
Mail:
Session ID: 5, 3, 1
StuInfo: 刘华强，202101233211
</pre>

Please refer to the following time table before applying for a specific time slot.
Green blocks are available slots.

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="2"| 10/11
! scope="col" colspan="2"| 10/18
! scope="col" colspan="2"| 10/25
! scope="col" colspan="2"| 11/01
|-
! scope="row"| 19:30-20:00
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 1
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 2
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 9
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 23
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 24
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 37
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 38
|-
! scope="row"| 20:05-20:35
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 3
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 4
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 11
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 12
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 25
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 26
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 39
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 40
|-
! scope="row"| 20:40-21:10
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 5
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 6
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey" | 13
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 14
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 27
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 28
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 41
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 42
|-
! scope="row"| 21:15-21:45
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 7
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 8
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 15
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 16
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 29
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 30
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 43
| style="height:20px; width:80px; text-align:center; background-color:white;color:grey;" | 44
|}

{| class="wikitable"
|-
! scope="col"| Time\Date
! scope="col" colspan="3"| 10/20
! scope="col" colspan="3"| 10/27
|-
! scope="row"| 14:30-15:15
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 17
| style="height:20px; width:80px; text-align:center; background-color:red;color:white" | 18
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 19
| style="height:20px; width:80px; text-align:center; background-color:red;color:white;" | 31
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Presentations:
* Section 1 (1-4) (Chair: XXX)
*# 刘婧媛，张鑫 Analyzing User-Level Privacy Attack Against Federated Learning，JSAC'20
*# 王朴真，蒋国庆 Interpreting Deep Learning-Based Networking Systems，SigComm‘20
*# 徐昊，江威峰 Meaningful Availability NSDI'20
*# 周在磊
* Section 2 (5-8) (Chair: XXX)
# 张林元齐，郑凯文，徐显阳 When to Hedge in Interactive Services ，NSDI 2021
# 蒋欣辰 Adaptive Clustering-based Malicious Traffic Classification at the Network Edge, INFOCOM'21
# 于子青，彭鑫才 Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks TMC'21
#
* Section 3 (9-12) (Chair: XXX)
#
# 张钦栋，徐盛 Edge Computing Assisted Adaptive Mobile Vedio Streaming，IEEE Transactions on Mobile Computing'21
# 孙凡，陈柯宇 Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing，Infocom 2021
# 张瀚文,张铭露 Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning, INFOCOM’19
* Section 4 (13-16) (Chair: XXX)
# 彭翔宇，陈睿 5G Wireless Communications with High Mobility，JSAC'2020
#
#
#
* Section 5 (17-20) (Chair: XXX)
#
#
#
#
* Section 6 (21-24) (Chair: XXX)
#
#
#
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* Section 7 (25-28) (Chair: XXX)
#
#
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* Section 8 (29-32) (Chair: XXX)
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===Exam===
The exam will contain two types of questions: Concept understanding (7 questions) and problem-solving (2 questions).
Don't worry if you do not major in computer networks because all questions will be selected from class tests (answers will be discussed in class).

===Bonus system===
You have chance to get bonus points before the presentations and the final exam.
Here are the ways how you get bonus:

* Select papers from top venues.
We encourage all students to select papers from the Class-A conferences and journals.
# A Class-A paper gets 4 bonus points for presentation.
# A Class-B paper gets 2 bonus points for presentation.

* Select earlier time slots
As most of you have no experience of public presentations, I believe pioneers will take more pressure.
As a result, the earlier you do the presentation, more bonus you get.
Specifically,
# time slots 1-6 get 3 bonus points
# time slots 9-14 get 2 bonus points
# time slots 7,8, 17-22 get 1 bonus points

* Raise questions to presenters
To encourage the discussion of the presentation, each raised question will be given a 2 points bonus.
Each student can gain 6 bonus (three questions) points at most.

==Slides==
The slides will be sent to all students in class.
Note: the questions and answers will not be shared.

Reference books:
* Software Defined Networks: A Comprehensive Approach, 2014
* Network Function Virtualization: Ken Gray, Thomas D. Nadeau, 2016
* Big Data and The Internet of Things, 2015
* Edge Computing: From Hype to Reality, 2020

Referenced links:
* [https://www.youtube.com/watch?v=VZ7Nz942yAY WiSee: Wireless guestures]
* [https://www.youtube.com/watch?v=rEuN7wNoNi8 Mobile Augmented Reality]
* [https://www.youtube.com/watch?v=scZEHExzems MoLe: Motion leaks through smartwatch sensors]
* [https://www.youtube.com/watch?v=FnK4QHj00nk Human activity recognition via WiFi]
* [https://www.youtube.com/watch?v=j3Y7PGhHR20 Zeo, the sleep monitoring]
* [https://www.youtube.com/watch?v=ltcjly-CYkI Learning sleep from wireless signals]

Course:Advanced Network Computing

2021-09-07T08:54:52Z

Shiqi:

Course:Advanced Network Computing

2021-09-07T08:53:35Z

Shiqi: