QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning

Liping Yi, Gang Wang, Xiaoguang Liu

Abstract: In cross-device Federated Learning (FL), the communication cost of transmitting full-precision models between edge devices and a central server is a significant bottleneck, due to expensive, unreli...