Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems

Feng Yan, Olatunji Ruwase, Yuxiong He, Trishul M. Chilimbi. Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems. In Longbing Cao, Chengqi Zhang, Thorsten Joachims, Geoffrey I. Webb, Dragos D. Margineantu, Graham Williams, editors, Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015. pages 1355-1364, ACM, 2015. [doi]

@inproceedings{YanRHC15,
  title = {Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems},
  author = {Feng Yan and Olatunji Ruwase and Yuxiong He and Trishul M. Chilimbi},
  year = {2015},
  doi = {10.1145/2783258.2783270},
  url = {http://doi.acm.org/10.1145/2783258.2783270},
  researchr = {https://researchr.org/publication/YanRHC15},
  cites = {0},
  citedby = {0},
  pages = {1355-1364},
  booktitle = {Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015},
  editor = {Longbing Cao and Chengqi Zhang and Thorsten Joachims and Geoffrey I. Webb and Dragos D. Margineantu and Graham Williams},
  publisher = {ACM},
  isbn = {978-1-4503-3664-2},
}