Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm

Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu 0001, Di Wu 0001, Xu Chen 0004. Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm. IEEE Trans. Parallel Distrib. Syst., 34(12):3073-3089, December 2023. [doi]

@article{LiZZDWWC23,
  title = {Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm},
  author = {Yihong Li and Xiaoxi Zhang and Tianyu Zeng and Jingpu Duan and Chuan Wu 0001 and Di Wu 0001 and Xu Chen 0004},
  year = {2023},
  month = {December},
  doi = {10.1109/TPDS.2023.3313779},
  url = {https://doi.org/10.1109/TPDS.2023.3313779},
  researchr = {https://researchr.org/publication/LiZZDWWC23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Parallel Distrib. Syst.},
  volume = {34},
  number = {12},
  pages = {3073-3089},
}