Yi Hong

Federated Learning Cost Disparity for IoT Devices

2022 · arXiv (Cornell University)

Federated learning (FL) promotes predictive model training at the Internet of things (IoT) devices by evading data collection cost in terms of energy, time, and privacy. We model the learning gain achieved by an IoT …