TDMA-based user scheduling policies for federated learning

TDMA-based user scheduling policies for federated learning

To improve the communication efficiency in FL (federated learning), for the scenario with heterogeneous edge user's computing capacity and channel state, a class of time division multiple access (TDMA) based user scheduling policies were proposed for FL.The proposed policies aim to minimize the...

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Bibliographic Details
Main Authors: Meixia TAO, Dong WANG, Rui SUN, Naifu ZHANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-06-01
Series:Tongxin xuebao
Subjects:
federated learning
knapsack problem
user scheduling
convergence analysis
edge intelligence
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021056/
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