A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters

Yimin Jiang, Yibo Zhu, Chang Lan, Bairen Yi, Yong Cui 0001, Chuanxiong Guo. A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters. In 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020, Virtual Event, November 4-6, 2020. pages 463-479, USENIX Association, 2020. [doi]

@inproceedings{JiangZLYCG20,
  title = {A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters},
  author = {Yimin Jiang and Yibo Zhu and Chang Lan and Bairen Yi and Yong Cui 0001 and Chuanxiong Guo},
  year = {2020},
  url = {https://www.usenix.org/conference/osdi20/presentation/jiang},
  researchr = {https://researchr.org/publication/JiangZLYCG20},
  cites = {0},
  citedby = {0},
  pages = {463-479},
  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},
}