FedQueue: Queue-Aware Federated Learning for Cross-Facility HPC Training

Yijiang Li, Emon Dey, Zilinghan Li +3

Federated learning (FL) across multiple HPC facilities faces stochastic admission delays from batch schedulers that dominate wall-clock time. Synchronous FL suffers from severe str…