Protonu Basu

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

A script-based autotuning compiler system to generate high-performance CUDA code

Malik M. Khan, Protonu Basu, Gabe Rudy et al. · ACM Transactions on Architecture and Code Optimization · 2013 · 64 citations · Full text

Engineering, Compiler Technology, Computer Architecture +21

An Empirical Roofline Methodology for Quantitatively Assessing Performance Portability

Charlene Yang, Rahulkumar Gayatri, Thorsten Kurth et al. · 2018 · 50 citations

Heterogeneous Computing, Engineering, Performance-based Building Design +22

Exploiting reuse and vectorization in blocked stencil computations on CPUs and GPUs

Tuowen Zhao, Protonu Basu, Samuel Williams et al. · 2019 · 44 citations · Full text

Engineering, Cache Pressure, Computer Architecture +20

Compiler-Directed Transformation for Higher-Order Stencils

Protonu Basu, Mary Hall, Samuel Williams et al. · 2015 · 40 citations · Full text

Numerical Analysis, Engineering, Compiler Technology +20