Energy-Aware Federated Learning with Distributed User Sampling and Multichannel ALOHA

Rafael Valente da Silva, Onel L. Alcaraz López, Richard Demo Souza

Distributed learning on edge devices has attracted increased attention with the advent of federated learning (FL). Notably, edge devices often have limited battery and heterogeneou…