Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources

Pradeep Ambati, David E. Irwin, Prashant J. Shenoy, Lixin Gao, Ahmed Ali-Eldin, Jeannie R. Albrecht. Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources. In IEEE International Conference on Cloud Engineering, IC2E 2019, Prague, Czech Republic, June 24-27, 2019. pages 145-155, IEEE, 2019. [doi]

@inproceedings{AmbatiISGAA19,
  title = {Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources},
  author = {Pradeep Ambati and David E. Irwin and Prashant J. Shenoy and Lixin Gao and Ahmed Ali-Eldin and Jeannie R. Albrecht},
  year = {2019},
  doi = {10.1109/IC2E.2019.00029},
  url = {https://doi.org/10.1109/IC2E.2019.00029},
  researchr = {https://researchr.org/publication/AmbatiISGAA19},
  cites = {0},
  citedby = {0},
  pages = {145-155},
  booktitle = {IEEE International Conference on Cloud Engineering, IC2E 2019, Prague, Czech Republic, June 24-27, 2019},
  publisher = {IEEE},
  isbn = {978-1-7281-0218-4},
}