EdgePS: Selective Parameter Aggregation for Distributed Machine Learning in Edge Computing

Yangming Zhao, Yunfei Hou, Chunming Qiao. EdgePS: Selective Parameter Aggregation for Distributed Machine Learning in Edge Computing. In Claudio Agostino Ardagna, Carl K. Chang, Ernesto Daminai, Rajiv Ranjan, Zhongjie Wang, Robert Ward, Jia Zhang, Wensheng Zhang 0001, editors, 14th IEEE International Conference on Cloud Computing, CLOUD 2021, Chicago, IL, USA, September 5-10, 2021. pages 217-227, IEEE, 2021. [doi]

@inproceedings{ZhaoHQ21,
  title = {EdgePS: Selective Parameter Aggregation for Distributed Machine Learning in Edge Computing},
  author = {Yangming Zhao and Yunfei Hou and Chunming Qiao},
  year = {2021},
  doi = {10.1109/CLOUD53861.2021.00035},
  url = {https://doi.org/10.1109/CLOUD53861.2021.00035},
  researchr = {https://researchr.org/publication/ZhaoHQ21},
  cites = {0},
  citedby = {0},
  pages = {217-227},
  booktitle = {14th IEEE International Conference on Cloud Computing, CLOUD 2021, Chicago, IL, USA, September 5-10, 2021},
  editor = {Claudio Agostino Ardagna and Carl K. Chang and Ernesto Daminai and Rajiv Ranjan and Zhongjie Wang and Robert Ward and Jia Zhang and Wensheng Zhang 0001},
  publisher = {IEEE},
  isbn = {978-1-6654-0060-2},
}