Client Selection for Asynchronous Federated Learning with Fairness Consideration
2022 IEEE International Conference on Communications Workshops (ICC Workshops)(2022)
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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