A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification

Luca Barbieri, Stefano Savazzi, Sanaz Kianoush +2

Federated Learning (FL) methods adopt efficient communication technologies to distribute machine learning tasks across edge devices, reducing the overhead in terms of data storage…