Energy-Aware Heterogeneous Federated Learning via Approximate DNN Accelerators

Kilian Pfeiffer, Konstantinos Balaskas, Kostas Siozios +1

In Federated Learning (FL), devices that participate in the training usually have heterogeneous resources, i.e., energy availability. In current deployments of FL, devices that do…