43 citations · 80 across the 4 of their papers we have counts for
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cs.LG2025★ 37 cited
MoCFL: Mobile Cluster Federated Learning Framework for Highly Dynamic Network
Kai Fang, Jiangtao Deng, Chengzu Dong +4
Frequent fluctuations of client nodes in highly dynamic mobile clusters can lead to significant changes in feature space distribution and data drift, posing substantial challenges…
cs.LG2021★ 43 cited
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions
Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The +6
In the recent years, generation of data have escalated to extensive dimensions and big data has emerged as a propelling force in the development of various machine learning advance…