SIM: Accelerating Distributed DNN Training by Exploring Gradient Similarity

Jin Ye 0003, Yijun Li 0002, Wenliang Li, Xiaojuan Lu, Qichen Su, Jiawei Huang 0001, Jianxin Wang 0001. SIM: Accelerating Distributed DNN Training by Exploring Gradient Similarity. IEEE/ACM Trans. Netw., 34:1838-1850, 2026. [doi]

@article{YeLLLSHW26,
  title = {SIM: Accelerating Distributed DNN Training by Exploring Gradient Similarity},
  author = {Jin Ye 0003 and Yijun Li 0002 and Wenliang Li and Xiaojuan Lu and Qichen Su and Jiawei Huang 0001 and Jianxin Wang 0001},
  year = {2026},
  doi = {10.1109/TON.2025.3633713},
  url = {https://doi.org/10.1109/TON.2025.3633713},
  researchr = {https://researchr.org/publication/YeLLLSHW26},
  cites = {0},
  citedby = {0},
  journal = {IEEE/ACM Trans. Netw.},
  volume = {34},
  pages = {1838-1850},
}