Headshot of Kim Hazelwood
Headshot of Kim Hazelwood

People

Kim Hazelwood

Engineering Director

My expertise lies at the interface between systems and machine learning. I serve as the west coast head of engineering for Meta AI Research, as well as the research area lead for the SysML team, where we focus on advancing the state-of-the-art across the full stack for end-to-end pipelines for machine learning. Prior to Meta AI, I was part of Meta AI Infrastructure, where I worked on building efficient and scalable hardware and software platforms for Facebook’s production and mobile use cases of machine learning.

Prior to joining Meta in 2015, I held positions including tenured Associate Professor at the University of Virginia, Software Engineer at Google, and Director of Systems Research at Yahoo Labs. I received a PhD in computer science from Harvard University, and am the recipient of an NSF CAREER Award, the Anita Borg Early Career Award, the MIT Technology Review Top 35 Innovators under 35 Award, the ACM SIGPLAN 10-Year Test of Time Award, and the 2020 CRA Distinguished Service Award. I have authored over 50 conference papers and one book.

Interests

SysML, AI/ML compilers, frameworks, optimizations, performance analysis, developer tools, HW/SW co-design, datacenter-scale solutions

Latest Publications

Sustainable AI: Environmental Implications, Challenges and Opportunities

Carole-Jean Wu, Ramya Raghavendra, Udit Gupta, Bilge Acun, Newsha Ardalani, Kiwan Maeng, Gloria Chang, Fiona Aga Behram, James Huang, Charles Bai, Michael Gschwind, Anurag Gupta, Myle Ott, Anastasia Melnikov, Salvatore Candido, David Brooks, Geeta Chauhan, Benjamin Lee, Hsien-Hsin S. Lee, Bugra Akyildiz, Max Balandat, Joe Spisak, Ravi Jain, Mike Rabbat, Kim Hazelwood

MLSys - 2022

Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Khudia, James Law, Parth Malani, Andrey Malevich, Satish Nadathur, Juan Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy

arXiv - 2018