Resource: Paper Carnival 2024

Intelligent Edge

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] 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

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