Orpheus: Efficient Distributed Machine Learning via System and Algorithm Co-design

Pengtao Xie, Jin Kyu Kim, Qirong Ho, Yaoliang Yu, Eric Xing. Orpheus: Efficient Distributed Machine Learning via System and Algorithm Co-design. In Proceedings of the ACM Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018. pages 1-13, ACM, 2018. [doi]

@inproceedings{XieKHYX18,
  title = {Orpheus: Efficient Distributed Machine Learning via System and Algorithm Co-design},
  author = {Pengtao Xie and Jin Kyu Kim and Qirong Ho and Yaoliang Yu and Eric Xing},
  year = {2018},
  doi = {10.1145/3267809.3267810},
  url = {https://doi.org/10.1145/3267809.3267810},
  researchr = {https://researchr.org/publication/XieKHYX18},
  cites = {0},
  citedby = {0},
  pages = {1-13},
  booktitle = {Proceedings of the ACM Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018},
  publisher = {ACM},
  isbn = {978-1-4503-6011-1},
}