Satish Nadathur

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

Jongsoo Park, Maxim Naumov, Protonu Basu et al. · arXiv (Cornell University) · 2018 · 82 citations · Full text

Graph Neural Network, Engineering, Machine Learning +15

Deep learning at 15PF

Thorsten Kurth, Jian Zhang, Satish Nadathur et al. · 2017 · 62 citations

Artificial Intelligence, Contemporary Hpc Architectures, Convolutional Neural Network +11

High Performance Parallel Stochastic Gradient Descent in Shared Memory

Scott Sallinen, Satish Nadathur, Mikhail Smelyanskiy et al. · 2016 · 34 citations

Cluster Computing, Engineering, Machine Learning +16

Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data

Thorsten Kurth, Jian Zhang, Satish Nadathur et al. · arXiv (Cornell University) · 2017 · 19 citations · Full text

Artificial Intelligence, Contemporary Hpc Architectures, Convolutional Neural Network +15

First-Generation Inference Accelerator Deployment at Facebook

Michael J. Anderson, Benny Chen, Stephen Chen et al. · arXiv (Cornell University) · 2021 · 19 citations · Full text

Cluster Computing, Deep Dive, Engineering +17