Load-Aware Training Scheduling for Model Circulation-based Decentralized Federated Learning

Haruki Kainuma, Takayuki Nishio

This paper proposes Load-aware Tram-FL, an extension of Tram-FL that introduces a training scheduling mechanism to minimize total training time in decentralized federated learning…