Stash: A Comprehensive Stall-Centric Characterization of Public Cloud VMs for Distributed Deep Learning

Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das. Stash: A Comprehensive Stall-Centric Characterization of Public Cloud VMs for Distributed Deep Learning. In 43rd IEEE International Conference on Distributed Computing Systems, ICDCS 2023, Hong Kong, July 18-21, 2023. pages 1-12, IEEE, 2023. [doi]

@inproceedings{SharmaBSJGMKKD23,
  title = {Stash: A Comprehensive Stall-Centric Characterization of Public Cloud VMs for Distributed Deep Learning},
  author = {Aakash Sharma and Vivek M. Bhasi and Sonali Singh and Rishabh Jain and Jashwant Raj Gunasekaran and Subrata Mitra and Mahmut Taylan Kandemir and George Kesidis and Chita R. Das},
  year = {2023},
  doi = {10.1109/ICDCS57875.2023.00023},
  url = {https://doi.org/10.1109/ICDCS57875.2023.00023},
  researchr = {https://researchr.org/publication/SharmaBSJGMKKD23},
  cites = {0},
  citedby = {0},
  pages = {1-12},
  booktitle = {43rd IEEE International Conference on Distributed Computing Systems, ICDCS 2023, Hong Kong, July 18-21, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-3986-4},
}