Bill Jia

Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective

Kim Hazelwood, Sarah Bird, David Brooks et al. · 2018 · 590 citations

Computing, Computer Science, High-performance Computing +14

Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, David Brooks, Kevin Chen et al. · 2019 · 448 citations

Computing, Computer Science, Artificial Intelligence +16

Deep Learning Recommendation Model for Personalization and Recommendation Systems

Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi et al. · arXiv (Cornell University) · 2019 · 390 citations · Full text

Computing, Computer Engineering, Computer Science +15

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation

Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al. · 2020 · 259 citations

Computing, Computer Science, Computer Systems +16

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

Liu Ke, Udit Gupta, Benjamin Youngjae Cho et al. · 2020 · 222 citations

Computing, Computer Engineering, Computer Science +17