Grouping workers so over-the-air aggregation happens inside groups while groups update asynchronously cuts simulated federated learning training time by 30-72%.
Federated learning over wireless networks: Optimization model design and analysis,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DC 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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%.