HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline

Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov. HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline. In Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, Santa Cruz, CA, USA, November 20-23, 2019. pages 61-73, ACM, 2019. [doi]

@inproceedings{LiawBDZGST19,
  title = {HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline},
  author = {Richard Liaw and Romil Bhardwaj and Lisa Dunlap and Yitian Zou and Joseph E. Gonzalez and Ion Stoica and Alexey Tumanov},
  year = {2019},
  doi = {10.1145/3357223.3362719},
  url = {https://doi.org/10.1145/3357223.3362719},
  researchr = {https://researchr.org/publication/LiawBDZGST19},
  cites = {0},
  citedby = {0},
  pages = {61-73},
  booktitle = {Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, Santa Cruz, CA, USA, November 20-23, 2019},
  publisher = {ACM},
  isbn = {978-1-4503-6973-2},
}