I am a Vice President at Facebook, in the Infrastructure group, overseeing AI/AML infrastructure, performance and capacity engineering, and hardware validation engineering.
Since joining Facebook in 2009, I have been responsible for defining overall Facebook software product performance strategy, and optimizing and planning infrastructure for Facebook. Further, I am involved in defining Facebook’s hardware platform and strategy.
In addition, I am focused on building the cutting-edge artificial intelligence and applied machine learning platform and infrastructure to analyze one of the largest data sets in the world and apply the AI/AML insights into products (Search, Ads, News Feed, Photos, Videos, etc.) to optimize user experience.
Prior to Facebook, I spent around 4 years at Microsoft, in charge of improving and optimizing various Microsoft online services.
I received dual B.S. degrees from Shanghai Jiao Tong University and received my M.S. degree from National University of Singapore. I obtained my Ph.D. degree in Operations Research from the University of Southern California (USC) in 2007.
HPCA 2018 / February 24, 2018
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective
Kim Hazelwood, Sarah Bird, David 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