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Client Selection for Asynchronous Federated Learning with Fairness Consideration

2022 IEEE International Conference on Communications Workshops (ICC Workshops)(2022)

Cited 11|Views54
Key words
asynchronous federated learning,machine learning model,synchronous model aggregation,asynchronous FL framework,local computing power,latency minimization problem,multiarmed bandit problem,asynchronous client selection problem,upper confidence bound policy,virtual queue technique,time-varying round trip transmission latency,time-varying local training latency,Internet of Things devices
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