EcoLearn: Optimizing the Carbon Footprint of Federated Learning

Talha Mehboob, Noman Bashir, Jesus Omana Iglesias +2

Federated Learning (FL) distributes machine learning (ML) training across edge devices to reduce data transfer overhead and protect data privacy. Since FL model training may span h…