Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying

Michal Yemini, Rajarshi Saha, Emre Ozfatura +2

Intermittent connectivity of clients to the parameter server (PS) is a major bottleneck in federated edge learning frameworks. The lack of constant connectivity induces a large gen…