R. Kawahara

Bandwidth-Aware Decentralized Federated Learning in Wired Networks

Decentralized federated learning (DFL) has emerged as a promising alternative to centralized federated learning by eliminating communication bottlenecks at a single server. However, prior studies on DFL typically assume wireless-network-like settings and measure communication cost simply as the number of transfer desti...