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]

@inproceedings{Xu0QZZLLW22,
  title = {Energy-efficient Federated Learning via Stabilization-aware On-device Update Scaling},
  author = {Suwei Xu and Yibo Jin 0001 and Zhuzhong Qian and Sheng Zhang 0001 and Ming Zhao and Zhenjie Lin and Qiang Lin and Liming Wang},
  year = {2022},
  doi = {10.1109/SECON55815.2022.9918541},
  url = {https://doi.org/10.1109/SECON55815.2022.9918541},
  researchr = {https://researchr.org/publication/Xu0QZZLLW22},
  cites = {0},
  citedby = {0},
  pages = {190-198},
  booktitle = {19th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2022, Stockholm, Sweden, September 20-23, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-8643-9},
}