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Open Access

Peer-reviewed

Research Article

A cloud-edge-end collaborative intelligent caching method based on incremental federated learning algorithms

Xiang Huang,

Roles Conceptualization, Data curation, Formal analysis, Writing – original draft

Affiliations China Southern Power Grid Company Limited, Guangzhou, China, Southern Power Grid Digital Grid Research Institute Co., Ltd, Guangzhou, China
⨯
Lei Jin ,

Roles Funding acquisition, Investigation, Writing – review & editing

* E-mail: jinlei234@imte.ac.cn

Affiliations China Energy Engineering Group Guangdong Electric Power Design Institute Co. Ltd., Guangzhou, China, China Power Engineering Consulting Group Limited, Beijing, China

https://orcid.org/0009-0002-6762-1576

⨯
Kequan Lin,

Roles Project administration, Resources

Affiliation China Southern Power Grid Company Limited, Guangzhou, China
⨯
Wenpeng Wu,

Roles Software, Supervision

Affiliations Southern Power Grid Digital Grid Research Institute Co., Ltd, Guangzhou, China, Guangdong Provincial Key Laboratory of Digital Grid Technology, Guangzhou, China
⨯
Zhenjie Lin

Roles Validation, Visualization

Affiliations Southern Power Grid Digital Grid Research Institute Co., Ltd, Guangzhou, China, Guangdong Provincial Key Laboratory of Digital Grid Technology, Guangzhou, China
⨯

A cloud-edge-end collaborative intelligent caching method based on incremental federated learning algorithms

Xiang Huang,
Lei Jin,
Kequan Lin,
Wenpeng Wu,
Zhenjie Lin

x

Published: June 3, 2026
https://doi.org/10.1371/journal.pone.0348359

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