Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism

Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng. Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism. In Ali Raza Butt, Ningfang Mi, Kyle Chard, editors, Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2023, Orlando, FL, USA, June 16-23, 2023. pages 17-30, ACM, 2023. [doi]

@inproceedings{XiaZWYZC23,
  title = {Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism},
  author = {Yaqi Xia and Zheng Zhang and Hulin Wang and Donglin Yang and Xiaobo Zhou and Dazhao Cheng},
  year = {2023},
  doi = {10.1145/3588195.3592990},
  url = {https://doi.org/10.1145/3588195.3592990},
  researchr = {https://researchr.org/publication/XiaZWYZC23},
  cites = {0},
  citedby = {0},
  pages = {17-30},
  booktitle = {Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2023, Orlando, FL, USA, June 16-23, 2023},
  editor = {Ali Raza Butt and Ningfang Mi and Kyle Chard},
  publisher = {ACM},
}