FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations

Ziwu Liu, Inês Pinto Gouveia, Rehana Yasmin +2

Federated learning over low Earth orbit (LEO) satellite networks is limited by frequent link changes, short contact times, and a highly dynamic topology, making centralized or sync…