Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective

Kim M. Hazelwood, Sarah Bird, David M. Brooks, Soumith Chintala, Utku Diril, Dmytro Dzhulgakov, Mohamed Fawzy, Bill Jia, Yangqing Jia, Aditya Kalro, James Law, Kevin Lee, Jason Lu, Pieter Noordhuis, Misha Smelyanskiy, Liang Xiong, Xiaodong Wang. Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective. In IEEE International Symposium on High Performance Computer Architecture, HPCA 2018, Vienna, Austria, February 24-28, 2018. pages 620-629, IEEE Computer Society, 2018. [doi]

@inproceedings{HazelwoodBBCDDF18,
  title = {Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective},
  author = {Kim M. Hazelwood and Sarah Bird and David M. Brooks and Soumith Chintala and Utku Diril and Dmytro Dzhulgakov and Mohamed Fawzy and Bill Jia and Yangqing Jia and Aditya Kalro and James Law and Kevin Lee and Jason Lu and Pieter Noordhuis and Misha Smelyanskiy and Liang Xiong and Xiaodong Wang},
  year = {2018},
  doi = {10.1109/HPCA.2018.00059},
  url = {http://doi.ieeecomputersociety.org/10.1109/HPCA.2018.00059},
  researchr = {https://researchr.org/publication/HazelwoodBBCDDF18},
  cites = {0},
  citedby = {0},
  pages = {620-629},
  booktitle = {IEEE International Symposium on High Performance Computer Architecture, HPCA 2018, Vienna, Austria, February 24-28, 2018},
  publisher = {IEEE Computer Society},
  isbn = {978-1-5386-3659-6},
}