HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization

Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang. HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization. In Marinos Charalambides, Panagiotis Papadimitriou 0001, Walter Cerroni, Salil S. Kanhere, Lefteris Mamatas, editors, 18th International Conference on Network and Service Management, CNSM 2022, Thessaloniki, Greece, October 31 - Nov. 4, 2022. pages 1-9, IEEE, 2022. [doi]

@inproceedings{XiaDYHRZ22,
  title = {HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization},
  author = {Tengxi Xia and Yongheng Deng and Sheng Yue and Junyi He and Ju Ren and Yaoxue Zhang},
  year = {2022},
  doi = {10.23919/CNSM55787.2022.9964646},
  url = {https://doi.org/10.23919/CNSM55787.2022.9964646},
  researchr = {https://researchr.org/publication/XiaDYHRZ22},
  cites = {0},
  citedby = {0},
  pages = {1-9},
  booktitle = {18th International Conference on Network and Service Management, CNSM 2022, Thessaloniki, Greece, October 31 - Nov. 4, 2022},
  editor = {Marinos Charalambides and Panagiotis Papadimitriou 0001 and Walter Cerroni and Salil S. Kanhere and Lefteris Mamatas},
  publisher = {IEEE},
  isbn = {978-3-903176-51-5},
}