AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems

Zirui Lian, Jing Cao, Yanru Zuo, Weihong Liu, Zongwei Zhu. AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems. In 39th IEEE International Conference on Computer Design, ICCD 2021, Storrs, CT, USA, October 24-27, 2021. pages 551-558, IEEE, 2021. [doi]

@inproceedings{LianCZLZ21,
  title = {AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems},
  author = {Zirui Lian and Jing Cao and Yanru Zuo and Weihong Liu and Zongwei Zhu},
  year = {2021},
  doi = {10.1109/ICCD53106.2021.00089},
  url = {https://doi.org/10.1109/ICCD53106.2021.00089},
  researchr = {https://researchr.org/publication/LianCZLZ21},
  cites = {0},
  citedby = {0},
  pages = {551-558},
  booktitle = {39th IEEE International Conference on Computer Design, ICCD 2021, Storrs, CT, USA, October 24-27, 2021},
  publisher = {IEEE},
  isbn = {978-1-6654-3219-1},
}