Federated learning optimization algorithm based on incentive mechanism

Federated learning optimization algorithm based on incentive mechanism

Federated learning optimization algorithm based on incentive mechanism was proposed to address the issues of multiple iterations, long training time and low efficiency in the training process of federated learning.Firstly, the reputation value related to time and model loss was designed.Based on the...

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Bibliographic Details
Main Authors: Youliang TIAN, Shihong WU, Ta LI, Lindong WANG, Hua ZHOU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-05-01
Series:Tongxin xuebao
Subjects:
federated learning
incentive mechanism
reputation value
auction strategy
aggregation strategy
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023095/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023095/

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