no code implementations • 1 Apr 2022 • Shanfeng Huang, Zezhong Zhang, Shuai Wang, Rui Wang, Kaibin Huang
In this paper, a novel topology-optimized federated edge learning (TOFEL) scheme is proposed to tackle the heterogeneity issue in federated learning and to improve the communication-and-computation efficiency.
no code implementations • 25 Dec 2020 • Shanfeng Huang, Shuai Wang, Rui Wang, Miaowen Wen, Kaibin Huang
The ever-growing popularity and rapid improving of artificial intelligence (AI) have raised rethinking on the evolution of wireless networks.