MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale

Arnab Choudhury, Yang Wang 0009, Tuomas Pelkonen, Kutta Srinivasan, Abha Jain, Shenghao Lin, Delia David, Siavash Soleimanifard, Michael Chen, Abhishek Yadav, Ritesh Tijoriwala, Denis Samoylov, Chunqiang Tang. MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale. In Ada Gavrilovska, Douglas B. Terry, editors, 18th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2024, Santa Clara, CA, USA, July 10-12, 2024. pages 563-580, USENIX Association, 2024. [doi]

@inproceedings{Choudhury0PSJLD24,
  title = {MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale},
  author = {Arnab Choudhury and Yang Wang 0009 and Tuomas Pelkonen and Kutta Srinivasan and Abha Jain and Shenghao Lin and Delia David and Siavash Soleimanifard and Michael Chen and Abhishek Yadav and Ritesh Tijoriwala and Denis Samoylov and Chunqiang Tang},
  year = {2024},
  url = {https://www.usenix.org/conference/osdi24/presentation/choudhury},
  researchr = {https://researchr.org/publication/Choudhury0PSJLD24},
  cites = {0},
  citedby = {0},
  pages = {563-580},
  booktitle = {18th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2024, Santa Clara, CA, USA, July 10-12, 2024},
  editor = {Ada Gavrilovska and Douglas B. Terry},
  publisher = {USENIX Association},
}