Survey of personalized federated learning for edge computing scenarios

In view of the challenges faced by traditional federated learning in edge computing scenarios, such as data heterogeneity and personalized requirements among edge nodes, limiting the adaptability of the global model. So, a comprehensive review of recent advances in personalized federated learning fo...

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Bibliographic Details
Main Authors: HE Fan, WANG Yong, YANG Jing, YU Xu
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2025-07-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025131/
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