Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce

Xupeng Miao, Xiaonan Nie, Yingxia Shao, Zhi Yang, Jiawei Jiang, Lingxiao Ma, Bin Cui 0001. Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce. In Guoliang Li 0001, Zhanhuai Li, Stratos Idreos, Divesh Srivastava, editors, SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021. pages 2262-2270, ACM, 2021. [doi]

@inproceedings{MiaoNSYJM021,
  title = {Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce},
  author = {Xupeng Miao and Xiaonan Nie and Yingxia Shao and Zhi Yang and Jiawei Jiang and Lingxiao Ma and Bin Cui 0001},
  year = {2021},
  doi = {10.1145/3448016.3452773},
  url = {https://doi.org/10.1145/3448016.3452773},
  researchr = {https://researchr.org/publication/MiaoNSYJM021},
  cites = {0},
  citedby = {0},
  pages = {2262-2270},
  booktitle = {SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021},
  editor = {Guoliang Li 0001 and Zhanhuai Li and Stratos Idreos and Divesh Srivastava},
  publisher = {ACM},
  isbn = {978-1-4503-8343-1},
}