Federated Learning With Energy Harvesting Devices: An MDP Framework

Kai Zhang, Xuanyu Cao, Khaled B. Letaief

Federated learning (FL) necessitates that edge devices conduct local training and communicate with a parameter server, resulting in significant energy consumption. A key challenge…