Difference between revisions of "Resource:Paper Carnival 2020"

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This page shows the first seminar in the 19-20 semester.
This page shows the first seminar in the 19-20 semester.
Please share your comments and ideas in the [[Resource talk:Paper Carnival 2019|'''discussion board''']]!
Please share your comments and ideas in the [[Resource talk:Paper Carnival 2019|'''discussion board''']]!
=== 2020/09/25 LoRa & IoT!===
-->
 
=== LoRa & IoT===
2020/09/24
====Opening====
====Opening====
* From students to researchers – Producing knowledge in the latest topics!, [http://zhiweizhao.com Zhiwei Zhao]
====Recent Advances in LoRa, 9:00-10:30, [[Member:Weifeng_Gao|高伟峰]]====
====Edge (1)====
* '''PHY-layer'''
* 9:30-10:15, Edge-based Apps, [[Member:Chang_Shu|Chang Shu]]
* [https://arxiv.org/pdf/2008.02599.pdf Nephalai: Towards LPWAN C-RAN with Physical Layer Compression, MobiCom’20]
** [http://www.winlab.rutgers.edu/~luyang/papers/infocom2019_hetero_edge.pdf Hetero-Edge: Orchestration of Real-time Vision Applications on Heterogeneous Edge Clouds, INFOCOM’19]
* [https://dl.acm.org/doi/pdf/10.1145/3372224.3380898?casa_token=xM1Ek08lg0MAAAAA:OVJiZ311M9dKuLDd2Tq64h1UVEd1a9ZaGqngShR8RgICFVeHhWTQHzRlJo1n34qoBHdz8Q8wIyCopkw WiChronos : Energy-Efficient Modulation for Long-Range, Large-Scale Wireless Networks, MobiCom’20]
** [http://www.winlab.rutgers.edu/~luyang/papers/mobicom19_augmented_reality.pdf Edge Assisted Real-time Object Detection for Mobile Augmented Reality, MobiCom’19]
* '''MAC-layer'''
** [https://people.eecs.berkeley.edu/~kaifei/pubs/sensys_18_marvel.pdf MARVEL: Enabling Mobile Augmented Reality with Low Energy and Low Latency, SenSys’18]
* [https://wands.sg/publications/full_list/papers/MobiCom_20_1.pdf LMAC: Efficient Carrier-Sense Multiple Access for LoRa, MobiCom’20]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8526799 DARE: Dynamic Adaptive Mobile Augmented Reality with Edge Computing, ICNP’18]
* [https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9155474&casa_token=T8-ez_xiLsEAAAAA:T6YfQtyjUyDJMRMK7ZVESmnvCK8Tt98CvGtanXgepyat_wwbBvygKM-lmH7T5Y8lO4b8HOgKJ-zl&tag=1 S-MAC: Achieving High Scalability via Adaptive Scheduling in LPWAN, INFOCOM’20]
 
* '''Measurement study'''
====Edge (2) ====
* [https://search.proquest.com/openview/ba07a6feaa2aef84cb3b4177e8c7e707/1?cbl=18750&diss=y&pq-origsite=gscholar Joltik: Enabling Energy-Efficient "Future-Proof" Analytics on Low-Power Wide-Area Networks, MobiCom’20]
* 10: 15-11:00, Service placement, [[Member:Chang_Shu|Chang Shu]]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737385 Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks, INFOCOM'19]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737449 Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems, INFOCOM'19]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737400 Joint Placement and Allocation of Virtual Network Functions with Budget and Capacity Constraints, INFOCOM'19]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737368 Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds, INFOCOM'19]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737543 Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing, INFOCOM'19]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737560 Adaptive User-managed Service Placement for Mobile Edge Computing: An Online Learning Approach, INFOCOM'19]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8737543 Adaptive Interference-Aware VNF Placement for Service-Customized 5G Network Slices, INFOCOM'19]
** [https://conferences.computer.org/icdcs/2019/pdfs/ICDCS2019-49XpIlu3rRtYi2T0qVYnNX/11q32rv79UFEJ3yg292g2W/2wuuNJo4MJxdkmVDtTjJq9.pdf Deep Reinforcement Learning Based VNF Management in Geo-distributed Edge Computing, ICDCS’19]
* 11:00-11:30, System&Protocols, [[Member:Chang_Shu|Chang Shu]]
** [https://courses.engr.illinois.edu/ece598hpn/fa2019/papers/ipipe.pdf Offloading Distributed Applications onto SmartNICs using iPipe, SigComm’19]
** [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8526801 Dynamic Heterogeneity-Aware Coded Cooperative Computation at the Edge, ICNP’18]
** [http://www.cs.wm.edu/~hebo/PID5753779.pdf Nomad: An Efficient Consensus Approach for Latency-Sensitive Edge-Cloud Applications, INFOCOM’19]


====Tutorial (1)====
====Wireless: LoRa transmission&WiFi Code, 10: 30-12:00, [[Member:Wenliang_Mao|毛文量]]====
* 11:30-12:00, Simulation and experiments for edge computing, [[Member:Yunpeng_Han|Yunpeng Han]]
* '''LoRa Data Transfer'''
** [https://github.com/CagataySonmez/EdgeCloudSim EdgeCloudSim]
* [https://ieeexplore.ieee.org/abstract/document/9155509 CoLoRa: Enabling Multi-Packet Reception in LoRa, INFOCOM’20]
** [https://paradrop.org/about Paradrop]
* [https://ieeexplore.ieee.org/document/9155433 Online Concurrent Transmissions at LoRa Gateway, INFOCOM’20]
* [https://ieeexplore.ieee.org/document/9155224 LiteNap: Downclocking LoRa Reception, INFOCOM’20]
* [https://ieeexplore.ieee.org/document/9155407 DyLoRa: Towards Energy Efficient Dynamic LoRa Transmission Control, INFOCOM’20]
* '''Wireless frontiers: 5G and WLAN'''
* [https://www.usenix.org/system/files/nsdi20-paper-zhao.pdf Comb Decoding towards Collision-Free WiFi, NSDI’20]
* [https://ieeexplore.ieee.org/document/8888044 BeaconRider: Opportunistic Sharing of Beacon Air-Time in Densely Deployed WLANs, ICNP’19]


====LoRa (1)====
====LoRa systems, 14:00-15:30, [[Member:Silin_Feng|冯思林]] [[Member:Xiong_Wang|王雄]]====
* 14:00-15:00, Measurements in LoRa, [[Member:Wenliang_Mao|Wenliang Mao]]
* [https://ieeexplore.ieee.org/abstract/document/9111018 Quick (and Dirty) Aggregate Queries on Low-Power WANs, IPSN’20]
** [https://sing.stanford.edu/site/publications/ghena-mobicom19.pdf Challenge: Unlicensed LPWANs Are Not Yet the Path to Ubiquitous Connectivity, MobiCom’19]
* [https://ieeexplore.ieee.org/abstract/document/9111031/ SateLoc: A Virtual Fingerprinting Approach to Outdoor LoRa Localization using Satellite Images, IPSN’20]
** [https://wands.sg/publications/full_list/papers/TOSN_19_2.pdf Known and unknown facts of LoRa: Experiences from a large-scale measurement study, ToN’19]
* [https://ieeexplore.ieee.org/abstract/document/8888145/ LoRaBee: Cross-Technology Communication from LoRa to ZigBee via Payload Encoding, ICNP’20]
** [https://ieeexplore.ieee.org/abstract/document/8344411 LoRaWAN: Evaluation of link-and system-level performance, IoTJ’18]
* [https://ieeexplore.ieee.org/abstract/document/9110964/ Distributed Slot Scheduling for QoS Guarantee over TSCH-based IoT Networks via Adaptive Parameterization ICNP’20]
** [https://arxiv.org/pdf/1607.08011 Understanding the limits of LoRaWAN, ComMag’17]
* [https://ieeexplore.ieee.org/abstract/document/9155489/ Camel: Smart, Adaptive Energy Optimization for Mobile Web Interactions  INFOCOM’20]
** [http://home.deib.polimi.it/cesana/teaching/IoT/2017/papers/lorawan/IEEELetters2016.pdf Low power wide area network analysis: Can LoRa scale? WCL’17]
* 15:05-16:05, LoRa protocols, [[Member:Wenliang_Mao|Wenliang Mao]]
** [https://ieeexplore.ieee.org/document/8732545 LongShoT: Long-Range Synchronization of Time, IPSN’19]
** [https://ieeexplore.ieee.org/document/8732548 Automated Estimation of Link Quality for LoRa: A Remote Sensing Approach, IPSN’19]
** [https://ieeexplore.ieee.org/document/8291115 Integration of LoRaWAN and 4G/5G for the Industrial Internet of Things, ComMag’18]
====Tutorial (2)====
* 16:10-16:50, LoRa programming with Arduino, [[Member:Xuan_Yang|Xuan Yang]]
* 16:50-17:10, Review and discussions


===2019/09/29 Offloaded and distributed!===
====Rechargeable WSNs, 15:30-17:00, [[Member:Wenjie_Huang|黄文杰]]====
* [https://ieeexplore.ieee.org/abstract/document/9155262/ An Effective Multi-node Charging Scheme for Wireless Rechargeable Sensor Networks, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/9155274 Maximizing Charging Utility with Obstacles through Fresnel Diffraction Model, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/8737502/ Charging Oriented Sensor Placement and Flexible Scheduling  in Rechargeable WSNs, INFOCOM’19]
* [https://ieeexplore.ieee.org/abstract/document/8737509/ Collaborated Tasks-driven Mobile Charging and Scheduling A Near Optimal Result, INFOCOM’19]
* [https://ieeexplore.ieee.org/abstract/document/8737589/ Minimizing Charging Delay for Directional Charging in Wireless Rechargeable Sensor Networks, INFOCOM’19]
* [https://ieeexplore.ieee.org/abstract/document/9155356/ Placing Wireless Chargers with Limited Mobility, INFOCOM’20]
* '''Age-of-Information Driven'''
* [https://ieeexplore.ieee.org/abstract/document/9155514/ AoI Scheduling with Maximum Thresholds, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/9079825/ Age-Optimal Mobile Elements Scheduling for Recharging and Data Collection in Green IoT, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/9155444/ AoI and Throughput Tradeoffs in Routing-aware Multi-hop Wireless Networks, INFOCOM’20]


====Offloading (1)====
===Edge computing===
* 9:30-10:30, Offloading in Edge, [[Member:Yunpeng_Han|Yunpeng Han]]
2019/09/25
** [https://ieeexplore.ieee.org/document/8737559 Joint Offloading Decision and Resource Allocation with Uncertain Task Computing Requirement, INFOCOM’19]
====VNF modeling and deployment, 9:30-10:30, [[Member:Chang_Shu|舒畅]]====
** [https://conferences.computer.org/icdcs/2019/pdfs/ICDCS2019-49XpIlu3rRtYi2T0qVYnNX/175k9GfU1RAoaKDJsELveo/5fH5NklNpaDgxmqRFVy5BD.pdf Joint Online Edge Caching and Load Balancing for Mobile Data Offloading in 5G Networks, ICDCS’19]
* '''PhD Thesis Briefing: Task offloading in Multi-access Edge Computing''' (within15min)
* '''Topic: VNF/SFC modeling and deployment at Edge'''
* [https://dl.acm.org/doi/abs/10.1145/3387514.3405868 Contention aware performance prediction for virtualized network functions, SigComm’20]
* [https://dl.acm.org/doi/abs/10.1145/3387514.3405863 Fault-tolerant service function chaining, SigComm’20]
* [https://ieeexplore.ieee.org/abstract/document/9155394/ Reducing the Service Function Chain Backup Cost over the Edge and Cloud by a Self-adapting Scheme, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/9155345 Latency-aware VNF Chain Deployment with Efficient Resource Reuse at Network Edge, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/9155339 Online Placement of Virtual Machines with Prior Data, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/9155472/ PAM & PAL: Policy-Aware Virtual Machine Migration and Placement in Dynamic Cloud Data Centers, INFOCOM’20]


====Offloading (2)====
====Service Caching, 10:30-12:00, [[Member:Rong_Cong|丛荣]]  [[Member:Jiwei_Mo|莫继为]]====
* 10:35-11:30, Offloading in Fog & D2D, [[Member:Yunpeng_Han|Yunpeng Han]]
* [https://ieeexplore.ieee.org/abstract/document/9155365/ Collaborate or Separate? Distributed Service Caching in Mobile Edge Clouds, INFOCOM’20]
**[https://ieeexplore.ieee.org/document/8737626 D2D Offloading for Statistical QoS Provisionings Over 5G Multimedia Mobile Wireless Networks, INFOCOM’19]
* [https://arxiv.org/abs/2002.01358 Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing, INFOCOM’20]
**[https://ieeexplore.ieee.org/document/8737503 Fog-based Data Offloading in Urban IoT Scenarios, INFOCOM’19]
* [https://ieeexplore.ieee.org/abstract/document/9155233/ HotDedup: Managing Hot Data Storage at Network Edge through Optimal Distributed Deduplication, INFOCOM’20]
* [https://ieeexplore.ieee.org/abstract/document/9155418/ Computation Scheduling for Wireless Powered Mobile Edge Computing Networks, INFOCOM’20]


====Federated learning====
====Mobility+Edge, 14:00-15:30, [[Member:Luwei_Fu|付璐炜]]  [[Member:Hengwei_Deng|邓恒玮]]====
* 14:00-15:30, Federated learning, [[Member:Yuhong_Jiang|Yuhong Jiang]]
* [https://ieeexplore.ieee.org/document/9155535 Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep Learning, INFOCOM’20]
** [https://ieeexplore.ieee.org/document/8737464 Federated Learning over Wireless Networks: Optimization Model Design and Analysis, INFOCOM’19]
* [https://ieeexplore.ieee.org/document/9155397 VFC-Based Cooperative UAV Computation Task Offloading for Post-disaster Rescue, INFOCOM’20]
** [https://ieeexplore.ieee.org/document/8737657 A Collaborative Learning Based Approach for Parameter Configuration of Cellular Networks, INFOCOM’19]
* [https://ieeexplore.ieee.org/document/9163048 Latency and Reliability Oriented Collaborative Optimization for Multi-UAV Aided Mobile Edge Computing System, INFOCOM’20]
** [https://arxiv.org/abs/1804.07474 DÏoT: A Federated Self-learning Anomaly Detection System for IoT, ICDCS’19]
* [https://arxiv.org/abs/2002.11850 Joint Optimization of Signal Design and Resource Allocation in Wireless D2D Edge Computing, INFOCOM’20]


====VR-Streaming====
====Edge offloading, 15:30-17:00, [[Member:Shiqi_Hu|胡诗琦]]====
* 15:35-16:35, VR Streaming, [[Member:Jingwei_Li|Jingwei Li]]
* '''A comprehensive review of task offloading: Cloud and Edge'''
** [https://dl.acm.org/citation.cfm?id=3342063 Pano: Optimizing 360 Video Streaming with a Better Understanding of Quality Perception, SigComm’19]
* [https://arxiv.org/abs/2002.02596 Delay-Optimal Distributed Edge Computing in Wireless Edge Networks, INFOCOM’20]
** [https://ieeexplore.ieee.org/abstract/document/8737361/ DRL360: 360-degree Video Streaming with Deep Reinforcement Learning, INFOCOM’19]
* [https://ieeexplore.ieee.org/abstract/document/9155396/ Offloading Dependent Tasks in Mobile Edge Computing with Service Caching, INFOCOM’20]
** [https://theory.utdallas.edu/ICDCS2019/program.html Beyond QoE: Diversity Adaption in Video Streaming at the Edge, ICDCS’19]
* [https://ieeexplore.ieee.org/abstract/document/8737503/ Fog-based Data Offloading in Urban IoT Scenarios, INFOCOM’19]


====Path programming====
===IoT/Edge Sys, 5G frontiers===
* 16:40-17:40, Path programming, [[Member:Wenjie_Huang|Wenjie Huang]]
2019/09/26
**[https://dl.acm.org/citation.cfm?id=3351282 Route Prediction for Instant Delivery, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.]
====Learning, 9:00-10:00, [[Member:Jie_Zhang|张杰]]  [[Member:Xiaosong_Wang|王晓松]]====
** Experience on urban pick-up scheduling
* [https://arxiv.org/abs/2004.08488 Network-Aware Optimization of Distributed Learning for Fog Computing, INFOCOM’20]
* [https://dl.acm.org/doi/abs/10.1145/3387514.3405887 Server-driven video streaming for deep learning inference, INFOCOM’20]
* [https://arxiv.org/abs/2002.07890 Informative Path Planning for Mobile Sensing with Reinforcement Learning, INFOCOM’20]


===2019/09/30 Mobile and wireless for IoT===
====IoT&edge, 10:00-11:00, [[Member:ChangShen_Liu|刘长胜]] ====
* [https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9155502 A Fast Hybrid Data Sharing Framework for Hierarchical Mobile Edge Computing, INFOCOM’20]
* [https://www.usenix.org/system/files/nsdi20-paper-agache.pdf Firecracker: Lightweight Virtualization for Serverless Applications, NSDI’20]


====Mobile services====
====IoT&edge, 11:00-11:30, [[Member:Jiangxin_Li|李姜辛]] [[Member:Jianfei_Zhang|张健飞]]  ====
* 9:30-10:30, [https://dl.acm.org/citation.cfm?id=3342068 A Millimeter Wave Network for Billions of Things], SigComm’19, [[Member:Jiwei_Mo|Jiwei Mo]]
* [https://www.usenix.org/system/files/nsdi20-paper-ahmad.pdf CarMap: Fast 3D Feature Map Updates for Automobiles, NSDI’20]
* 10:30-11:30, [https://arxiv.org/pdf/1905.05220.pdf On Optimal Neighbor Discovery, SigComm’19], [[Member:Silin_Feng|Silin Feng]]
* [https://www.usenix.org/system/files/nsdi20spring_moon_prepub.pdf AccelTCP: Accelerating Network Applications with Stateful TCP Offload, NSDI’20]


====System level support for IoT====
====5G Wireless, 14:00-15:00, [[Member:JiangShu_Liu|刘江澍]] [[Member:Kaiwen_Zheng|郑凯文]]====
* 14:00-15:00,[https://dl.acm.org/citation.cfm?id=3274842 CapeVM: A Safe and Fast Virtual Machine for Resource-Constrained Internet-of- Things Devices, SenSys’18], [[Member:Changsheng_Liu|Changsheng Liu]]
* [https://dl.acm.org/doi/10.1145/3387514.3405882 Understanding operational 5G: A first measurement study on its coverage, performance and energy consumption, SIGCOMM’20]
* 15:00-16:00,[https://arxiv.org/abs/1812.02780 VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration, MobiCom’19], [[Member:Anqi_Yang|Anqi Yang]]
* [https://dl.acm.org/doi/abs/10.1145/3387514.3405873 Beyond 5G reliable extreme mobility management, SIGCOMM’20]


====Tutorial (3)====
====Discussion, 15:00-16:30====
* 16:20-17:20, Low-power IoT programming with TinyOS/TelosB testbed, [[Member:Minghang_Yang|Minghang Yang]]
* 17:20-18:00, Review and idea discussion
====Dinner====
* 18:30-20:30, TBD

Latest revision as of 10:59, 23 September 2020

LoRa & IoT

2020/09/24

Opening

Recent Advances in LoRa, 9:00-10:30, 高伟峰

Wireless: LoRa transmission&WiFi Code, 10: 30-12:00, 毛文量

LoRa systems, 14:00-15:30, 冯思林 王雄

Rechargeable WSNs, 15:30-17:00, 黄文杰

Edge computing

2019/09/25

VNF modeling and deployment, 9:30-10:30, 舒畅

Service Caching, 10:30-12:00, 丛荣 莫继为

Mobility+Edge, 14:00-15:30, 付璐炜 邓恒玮

Edge offloading, 15:30-17:00, 胡诗琦

IoT/Edge Sys, 5G frontiers

2019/09/26

Learning, 9:00-10:00, 张杰 王晓松

IoT&edge, 10:00-11:00, 刘长胜

IoT&edge, 11:00-11:30, 李姜辛 张健飞

5G Wireless, 14:00-15:00, 刘江澍 郑凯文

Discussion, 15:00-16:30

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