RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning

Xiaofeng Lu, Chao Liu, Senhao Zhu, Yilu Mao, Pietro Lio, Pan Hui 0001. RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning. IEEE Trans. Parallel Distrib. Syst., 34(12):3266-3279, December 2023. [doi]

@article{LuLZMLH23,
  title = {RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning},
  author = {Xiaofeng Lu and Chao Liu and Senhao Zhu and Yilu Mao and Pietro Lio and Pan Hui 0001},
  year = {2023},
  month = {December},
  doi = {10.1109/TPDS.2023.3317388},
  url = {https://doi.org/10.1109/TPDS.2023.3317388},
  researchr = {https://researchr.org/publication/LuLZMLH23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Parallel Distrib. Syst.},
  volume = {34},
  number = {12},
  pages = {3266-3279},
}