Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization

Author:

Chen Rui1,Wan Qiyu1,Prakash Pavana1,Zhang Lan2,Yuan Xu3,Gong Yanmin4,Fu Xin1,Pan Miao1

Affiliation:

1. University of Houston

2. Michigan Technological University

3. University of Delaware

4. University of Texas,San Antonio

Funder

National Science Foundation

Publisher

IEEE

Reference38 articles.

1. Federated learning of predictive models from federated Electronic Health Records

2. Service Delay Minimization for Federated Learning Over Mobile Devices

3. Toward understanding the impact of staleness in distributed machine learning;Dai,2018

4. Heterofl: Computation and communication efficient federated learning for heterogeneous clients;Diao,2020

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1. Emerging trends in federated learning: from model fusion to federated X learning;International Journal of Machine Learning and Cybernetics;2024-04-02

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