Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads

Deepak Narayanan, Keshav Santhanam, Fiodar Kazhamiaka, Amar Phanishayee, Matei Zaharia. Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads. In 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020, Virtual Event, November 4-6, 2020. pages 481-498, USENIX Association, 2020. [doi]

@inproceedings{NarayananSKPZ20,
  title = {Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads},
  author = {Deepak Narayanan and Keshav Santhanam and Fiodar Kazhamiaka and Amar Phanishayee and Matei Zaharia},
  year = {2020},
  url = {https://www.usenix.org/conference/osdi20/presentation/narayanan-deepak},
  researchr = {https://researchr.org/publication/NarayananSKPZ20},
  cites = {0},
  citedby = {0},
  pages = {481-498},
  booktitle = {14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020, Virtual Event, November 4-6, 2020},
  publisher = {USENIX Association},
  isbn = {978-1-939133-19-9},
}