Bilal Ahmad

Graph Spectral Client Scheduling for Reliable Federated Learning in Safety-Critical LEO Satellite Networks

It is argued that minimum per node performance guarantees must become a primary evaluation criterion for safety critical FL, as aggregate metrics conceal catastrophic localized failures that graph spectral scheduling is uniquely positioned to prevent.