Delay Sensitive Hierarchical Federated Learning with Stochastic Local Updates

Abdulmoneam Ali, Ahmed Arafa

The impact of local averaging on the performance of federated learning (FL) systems is studied in the presence of communication delay between the clients and the parameter server.…