Difference between revisions of "Resource:Paper Carnival 2024"

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=== Intelligent Edge===
=== Intelligent Edge===
====1. Pave The Last Mile of AI with Edge Intelligence - Rong Cong "9:50-10:20" ====
====1. Pave The Last Mile of AI with Edge Intelligence - Rong Cong "9:50-10:20" ====
* [MobiCom'24] [https:// FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices]
* [MobiCom'24] [https://a.com FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices]
* [MobiCom'24] Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices
* [MobiCom'24] Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices
* [ISCA'24] DACAPO: Accelerating Continuous Learning in Autonomous Systems for Video Analytics
* [ISCA'24] DACAPO: Accelerating Continuous Learning in Autonomous Systems for Video Analytics

Revision as of 14:40, 5 September 2024

Opening

1. Remarks for New Semester - Zhiwei Zhao "9:00-9:30"

2. Advice for Beginners - Wenjie Huang "9:30-9:50"

Intelligent Edge

1. Pave The Last Mile of AI with Edge Intelligence - Rong Cong "9:50-10:20"

2. Crowdsensing - Zhenguo "10:25-10:55"

  • [INFOCOM'24] META-MCS: A Meta-knowledge Based Multiple Data Inference Framework
  • [INFOCOM'24] Few-Shot Data Completion for New Tasks in Sparse Crowdsensing

3. Volumetric Video Streaming - Mengfan "11:00-11:30"

  • [NSDI'22] YuZu: Neural-Enhanced Volumetric Video Streaming
  • [MobiCom'23] FarfetchFusion: Towards Fully Mobile Live 3D Telepresence Platform
  • [MobiSys'24] Theia: Gaze-driven and Perception-aware Volumetric Content Delivery for Mixed Reality Headsets

4. Video Analytics - Xinyan "11:30-12:00"

  • [INFOCOM'24] VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras
  • [INFOCOM'24] Crucio: End-to-End Coordinated Spatio-Temporal Redundancy Elimination for Fast Video Analytics

Network and Wireless

1. Long Range "14:00-14:25"

  • [MobiSys'24] ChirpTransformer: Versatile LoRa Encoding for Low-power Wide-area IoT

2. IoV "14:30-14:50"

  • [INFOCOM'24] Edge-Assisted Camera Selection in Vehicular Networks

3. Quantum network "15:00-15:30"

  • [INFOCOM'23] Asynchronous Entanglement Provisioning and Routing for Distributed Quantum Computing
  • [ToN'24] Q-DDCA: Decentralized Dynamic Congestion Avoid Routing in Large-Scale Quantum Networks
  • [TNSM'23] Swapping-Based Entanglement Routing Design for Congestion Mitigation in Quantum Networks

4. LLM Model "15:30-16:00"

  • [SIGCOMM'24] NetLLM: Adapting Large Language Models for Networking
  • [NSDI'24] Characterization of Large Language Model Development in the Datacenter

Interesting topics

  1. [MobiSys'24] Face Recognition In Harsh Conditions: An Acoustic Based Approach - Jiacheng
  2. [MobiSys'24] ARISE: High-Capacity AR Offloading Inference Serving via Proactive Scheduling - Jiale
  3. [NSDI'24] LoLKV: The Logless, Linearizable, RDMA-based Key-Value Storage System - Haotian
  4. [INFOCOM'24] An Online Joint Optimization Approach for QoE Maximization in UAV-Enabled Mobile Edge Computing - Yang Wang
  5. [MobiSys'24] LimitNet: Progressive, Content-Aware Image Offloading for Extremely Weak Devices & Networks - Zhenhua
  6. [Mobicom'24] Venus: Enhancing QoE of Crowdsourced Live Video Streaming by Exploiting Multiflow Viewer Assistance - Shuhong

Tutorials

  1. RINGS Part 1 - Xinyu
  2. RINGS Part 2 - Jiajun
  3. Lemon testbed - Pengfei
  4. Tracking - Jiahui
  5. DT - Kun Wang
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