Grouping workers so over-the-air aggregation happens inside groups while groups update asynchronously cuts simulated federated learning training time by 30-72%.
Energy-efficient federated edge learnin g with joint communication and computation design,
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Air-FedGA: A Grouping Asynchronous Federated Learning Mechanism Exploiting Over-the-air Computation
Grouping workers so over-the-air aggregation happens inside groups while groups update asynchronously cuts simulated federated learning training time by 30-72%.