Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Decentralized Federated Learning with Model Caching on Mobile Agents
Xiaoyu Wang, Guojun Xiong, Houwei Cao +2
Federated Learning (FL) trains a shared model using data and computation power on distributed agents coordinated by a central server. Decentralized FL (DFL) utilizes local model ex…
cs.MM2024
Coffee: Cost-Effective Edge Caching for 360 Degree Live Video Streaming
Chen Li, Tingwei Ye, Tongyu Zong +3
While live 360 degree video streaming delivers immersive viewing experience, it poses significant bandwidth and latency challenges for content delivery networks. Edge servers are e…