PaGraph: Scaling GNN training on large graphs via computation-aware caching

Zhiqi Lin, Cheng Li, Youshan Miao, Yunxin Liu, Yinlong Xu. PaGraph: Scaling GNN training on large graphs via computation-aware caching. In Rodrigo Fonseca, Christina Delimitrou, Beng Chin Ooi, editors, SoCC '20: ACM Symposium on Cloud Computing, Virtual Event, USA, October 19-21, 2020. pages 401-415, ACM, 2020. [doi]

@inproceedings{LinLMLX20,
  title = {PaGraph: Scaling GNN training on large graphs via computation-aware caching},
  author = {Zhiqi Lin and Cheng Li and Youshan Miao and Yunxin Liu and Yinlong Xu},
  year = {2020},
  doi = {10.1145/3419111.3421281},
  url = {https://doi.org/10.1145/3419111.3421281},
  researchr = {https://researchr.org/publication/LinLMLX20},
  cites = {0},
  citedby = {0},
  pages = {401-415},
  booktitle = {SoCC '20: ACM Symposium on Cloud Computing, Virtual Event, USA, October 19-21, 2020},
  editor = {Rodrigo Fonseca and Christina Delimitrou and Beng Chin Ooi},
  publisher = {ACM},
  isbn = {978-1-4503-8137-6},
}