HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments

Ji Liu 0003, Zhihua Wu, Danlei Feng, Minxu Zhang, Xinxuan Wu, Xuefeng Yao, Dianhai Yu, Yanjun Ma, Feng Zhao, Dejing Dou. HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments. Future Generation Comp. Syst., 148:106-117, November 2023. [doi]

@article{LiuWFZWYYMZD23,
  title = {HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments},
  author = {Ji Liu 0003 and Zhihua Wu and Danlei Feng and Minxu Zhang and Xinxuan Wu and Xuefeng Yao and Dianhai Yu and Yanjun Ma and Feng Zhao and Dejing Dou},
  year = {2023},
  month = {November},
  doi = {10.1016/j.future.2023.05.032},
  url = {https://doi.org/10.1016/j.future.2023.05.032},
  researchr = {https://researchr.org/publication/LiuWFZWYYMZD23},
  cites = {0},
  citedby = {0},
  journal = {Future Generation Comp. Syst.},
  volume = {148},
  pages = {106-117},
}