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]