Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Aravind Kalaiah

Differentiable NAS Framework and Application to Ads CTR Prediction


Oct 25, 2021
Ravi Krishna, Aravind Kalaiah, Bichen Wu, Maxim Naumov, Dheevatsa Mudigere, Misha Smelyanskiy, Kurt Keutzer


  Access Paper or Ask Questions

CoSA: Scheduling by Constrained Optimization for Spatial Accelerators


May 05, 2021
Qijing Huang, Minwoo Kang, Grace Dinh, Thomas Norell, Aravind Kalaiah, James Demmel, John Wawrzynek, Yakun Sophia Shao

* in Proceedings of the International Symposium on Computer Architecture (ISCA), 2021 

  Access Paper or Ask Questions

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


Nov 29, 2018
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


  Access Paper or Ask Questions