Bill Jia

Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective

Kim Hazelwood, Sarah Bird, David Brooks et al. · 2018 · 578 citations

Engineering, Machine Learning, Machine Learning Pipelines +16

Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, David Brooks, Kevin Chen et al. · 2019 · 439 citations

Artificial Intelligence, Engineering, Machine Learning +16

Deep Learning Recommendation Model for Personalization and Recommendation Systems

Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi et al. · arXiv (Cornell University) · 2019 · 389 citations · Full text

Artificial Intelligence, Large Ai Model, Graph Neural Network +15

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

Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al. · 2020 · 256 citations

Engineering, Machine Learning, Computer Architecture +19

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

Liu Ke, Udit Gupta, Benjamin Youngjae Cho et al. · 2020 · 214 citations

Engineering, Machine Learning, Computer Architecture +16