Communication-Efficient Distributed SGD with Compressed Sensing

no code implementations • 15 Dec 2021 • Yujie Tang, Vikram Ramanathan, Junshan Zhang, Na Li

We consider large scale distributed optimization over a set of edge devices connected to a central server, where the limited communication bandwidth between the server and edge devices imposes a significant bottleneck for the optimization procedure.

Distributed Optimization Federated Learning