phanducthien82 / hcfl-compression

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These are the codes for the following paper
Minh-Duong Nguyen, Sang-Min Lee, Quoc-Viet Pham, Dinh Thai Hoang, Diep Nguyen, Won-Joo Hwang
"HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks"
IEEE TMC, Early Access. 

Anyone who uses this code please refer to the following reference: 
@ARTICLE{9829327,
  author={Nguyen, Minh-Duong and Lee, Sang-Min and Pham, Quoc-Viet and Hoang, Dinh Thai and Nguyen, Diep N. and Hwang, Won-Joo},
  journal={IEEE Transactions on Mobile Computing}, 
  title={HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks}, 
  year={2022},
  month={Jul.}
  volume={},
  number={},
  pages={1-13},
  doi={10.1109/TMC.2022.3190510}}

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