Communication-efficient federated learning method via redundant data elimination

Communication-efficient federated learning method via redundant data elimination

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To address the influence of limited network bandwidth of edge devices on the communication efficiency of federated learning, and efficiently transmit local model update to complete model aggregation, a communication-efficient federated learning method via redundant data elimination was proposed.The...

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Bibliographic Details
Main Authors: Kaiju LI, Qiang XU, Hao WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-05-01
Series:Tongxin xuebao
Subjects:
federated learning
communication efficiency
coreset
model evolution
accuracy
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023072/

Internet

http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023072/

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