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]

Authors

Kim M. Hazelwood

This author has not been identified. Look up 'Kim M. Hazelwood' in Google

Sarah Bird

This author has not been identified. Look up 'Sarah Bird' in Google

David M. Brooks

This author has not been identified. Look up 'David M. Brooks' in Google

Soumith Chintala

This author has not been identified. Look up 'Soumith Chintala' in Google

Utku Diril

This author has not been identified. Look up 'Utku Diril' in Google

Dmytro Dzhulgakov

This author has not been identified. Look up 'Dmytro Dzhulgakov' in Google

Mohamed Fawzy

This author has not been identified. Look up 'Mohamed Fawzy' in Google

Bill Jia

This author has not been identified. Look up 'Bill Jia' in Google

Yangqing Jia

This author has not been identified. Look up 'Yangqing Jia' in Google

Aditya Kalro

This author has not been identified. Look up 'Aditya Kalro' in Google

James Law

This author has not been identified. Look up 'James Law' in Google

Kevin Lee

This author has not been identified. Look up 'Kevin Lee' in Google

Jason Lu

This author has not been identified. Look up 'Jason Lu' in Google

Pieter Noordhuis

This author has not been identified. Look up 'Pieter Noordhuis' in Google

Misha Smelyanskiy

This author has not been identified. Look up 'Misha Smelyanskiy' in Google

Liang Xiong

This author has not been identified. Look up 'Liang Xiong' in Google

Xiaodong Wang

This author has not been identified. Look up 'Xiaodong Wang' in Google