Energy-efficient Federated Learning via Stabilization-aware On-device Update Scaling

Suwei Xu, Yibo Jin 0001, Zhuzhong Qian, Sheng Zhang 0001, Ming Zhao, Zhenjie Lin, Qiang Lin, Liming Wang. Energy-efficient Federated Learning via Stabilization-aware On-device Update Scaling. In 19th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2022, Stockholm, Sweden, September 20-23, 2022. pages 190-198, IEEE, 2022. [doi]

Abstract

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