No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation

Feilong Zhang, Xianming Liu, Shiyi Lin, Gang Wu, Xiong Zhou +2 more
2/12/2026

No official code found. Best implementation: Hypervoyager/PFL (17 stars, Apache-2.0, last commit 2023-07-26).

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Hypervoyager/PFLCommunity69%
Apache-2.0

Official implementation for paper "No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation", ICML 2023

172PythonMay 25, 20233 years agoApache-2.0

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Cite this paper

@article{zhang2026idles,
  title  = {No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation},
  author = {Feilong Zhang and Xianming Liu and Shiyi Lin and Gang Wu and Xiong Zhou and Junjun Jiang and Xiangyang Ji},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:6794890eef27db3044263857a45f72312214f6b9},
  journal = {ICML 2023 2023}
}

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