CS 268 Graduate Computer Networks

• 课程主页: https://cs268.io/
• 开课时间: Spring 2023
• 任课教师: Sylvia Ratnasamy

Outline

按照如下顺序展开论文学习, 阅读优先级仅代表与笔者研究领域的match程度, 与论文水平无关

(1) Space Networking

• Delay is Not an Option: Low Latency Routing in Space
  • HotNets'18
• SDN in the Stratosphere: Loon’s Aerospace Mesh Network
  • SIGCOMM'22
• In-orbit Computing: An Outlandish thought Experiment?
  • HotNets'20

(2) Edge

• FarmBeats: An IoT Platform for Data-Driven Agriculture
  • NSDI'17
• Visage: Enabling Timely Analytics for Drone Imagery
  • MobiCom'21
• Whisper: IoT in the TV White Space Spectrum
  • NSDI'22
• L2D2: low latency distributed downlink for LEO satellites
  • SIGCOMM'21

(3) Cellular

• Building Flexible, Low-Cost Wireless Access Networks With Magma
  • NSDI'23
• Network Capacity as Common Pool Resource: Community-Based Congestion Management in a Community Network
  • HCI'21

(4) Networks for ML

• Fast Distributed Deep Learning over RDMA
  • EuroSys'19
• Scaling Distributed Machine Learning with In-Network Aggregation
  • NSDI'21
• Horovod: fast and easy distributed deep learning in TensorFlow
  • arXiv'18