Designing Sustainable Federated Learning as a Service using Neural Architecture Search

Keya Patel, Sajib Mistry, Sheik Fattah +4

The sustainability constraints of FLaaS consumers pose significant challenges to maintaining carbon-feasible federated training in FLaaS environments. These constraints often lead…