FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning

Junxue Zhang 0001, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen 0005. FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. In Mahesh Balakrishnan 0001, Manya Ghobadi, editors, 20th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2023, Boston, MA, April 17-19, 2023. pages 1057-1079, USENIX Association, 2023. [doi]

@inproceedings{0001CWYH023,
  title = {FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning},
  author = {Junxue Zhang 0001 and Xiaodian Cheng and Wei Wang and Liu Yang and Jinbin Hu and Kai Chen 0005},
  year = {2023},
  url = {https://www.usenix.org/conference/nsdi23/presentation/zhang-junxue},
  researchr = {https://researchr.org/publication/0001CWYH023},
  cites = {0},
  citedby = {0},
  pages = {1057-1079},
  booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2023, Boston, MA, April 17-19, 2023},
  editor = {Mahesh Balakrishnan 0001 and Manya Ghobadi},
  publisher = {USENIX Association},
}