34 citations · 40 across the 6 of their papers we have counts for
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cs.NI2021
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients
Yuchang Sun, Jiawei Shao, Yuyi Mao +1
Federated edge learning (FEEL) has drawn much attention as a privacy-preserving distributed learning framework for mobile edge networks. In this work, we investigate a novel semi-d…
cs.NI2019★ 5 cited
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning
Dongzhu Liu, Guangxu Zhu, Jun Zhang +1
With the prevalence of intelligent mobile applications, edge learning is emerging as a promising technology for powering fast intelligence acquisition for edge devices from distrib…