RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity

Author:

Shen Jinglong1,Cheng Nan1ORCID,Wang Xiucheng1ORCID,Lyu Feng2ORCID,Xu Wenchao3ORCID,Liu Zhi4ORCID,Aldubaikhy Khalid5ORCID,Shen Xuemin6ORCID

Affiliation:

1. School of Telecommunications Engineering, Xidian University, Xi'an, China

2. School of Computer Science and Engineering, Central South University, Changsha, China

3. Department of Computing, Hong Kong Polytechnic University, Hongkong, China

4. Department of Computer and Network Engineering, The University of Electro-Communications, Chofugaoka, Japan

5. Department of Electrical Engineering, Qassim University, Buraydah, Saudi Arabia

6. Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Software

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