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Impact Analysis of Delayed Updates for Mobile Decentralized Federated Learning: A Delay-Tolerant Training Strategy for Real-World Edge Intelligence 期刊论文
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2025, 卷号: 41, 期号: 3, 页码: 627-644
作者:  Zeng, Yong;  Liu, Siyuan;  Xu, Zhiwei;  Tian, Jie
收藏  |  浏览/下载:3/0  |  提交时间:2025/12/03
edge intelligence  decentralized federated learning  theoretical bound for delayed updates  delay-tolerant decentralized training  
Hierarchical Decentralized Federated Learning Framework with Adaptive Clustering: Bloom-Filter-Based Companions Choice for Learning Non-IID Data in IoV 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 18, 页码: 18
作者:  Liu, Siyuan;  Liu, Zhiqiang;  Xu, Zhiwei;  Liu, Wenjing;  Tian, Jie
收藏  |  浏览/下载:44/0  |  提交时间:2023/12/04
Internet of Vehicles  hierarchical decentralized federated learning  in-network compact representation  vehicle clustering