FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework

Author:

Zhang Yu1ORCID,Liu Duo1ORCID,Duan Moming1ORCID,Li Li1,Chen Xianzhang1ORCID,Ren Ao1,Tan Yujuan1,Wang Chengliang1

Affiliation:

1. College of Computer Science, Chongqing University, Chongqing, China

Funder

National Natural Science Foundation of China

Chongqing Postdoctoral Science Foundation

Funds for Chongqing Distinguished Young Scholars

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Signal Processing

Reference41 articles.

1. Achieving linear speedup with partial worker participation in non-IID federated learning;yang,2021

2. On the convergence of FedAvg on non-IID data;li,2019

3. Integrated Interference Coordination for Relay-Aided Cellular OFDMA System

4. Asynchronous federated optimization;cong xie,2019

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