FuncPipe: A Pipelined Serverless Framework for Fast and Cost-Efficient Training of Deep Learning Models

Yunzhuo Liu, Bo Jiang 0003, Tian Guo 0001, Zimeng Huang, Wenhao Ma, Xinbing Wang, Chenghu Zhou. FuncPipe: A Pipelined Serverless Framework for Fast and Cost-Efficient Training of Deep Learning Models. POMACS, 6(3), 2021. [doi]

@article{LiuJGHMWZ21,
  title = {FuncPipe: A Pipelined Serverless Framework for Fast and Cost-Efficient Training of Deep Learning Models},
  author = {Yunzhuo Liu and Bo Jiang 0003 and Tian Guo 0001 and Zimeng Huang and Wenhao Ma and Xinbing Wang and Chenghu Zhou},
  year = {2021},
  doi = {10.1145/3570607},
  url = {https://doi.org/10.1145/3570607},
  researchr = {https://researchr.org/publication/LiuJGHMWZ21},
  cites = {0},
  citedby = {0},
  journal = {POMACS},
  volume = {6},
  number = {3},
}