Could Model Partitioning Make Federated Learning More Sustainable?

Tobias Frohlich, Tiffany Vlaar, Lauritz Thamsen

As federated learning (FL) extends from distributed machine learning between low-power devices to cross-silo scenarios involving edge servers and data centres, its carbon footprint…