Arash Ashari

A model-driven blocking strategy for load balanced sparse matrix-vector multiplication on GPUs

P. Sadayappan, Arash Ashari, Naser Sedaghati, 2015, J. Parallel Distributed Comput..

Sparse Matrix-Vector Multiplication on GPU

Arash Ashari, Arash Ashari, 2014 .

Machine learning-based compiler optimization [poster]

P. Sadayappan, Arash Ashari, Davide Del Vento, 2012 .

An efficient two-dimensional blocking strategy for sparse matrix-vector multiplication on GPUs

P. Sadayappan, Arash Ashari, Naser Sedaghati, 2014, ICS '14.

Fast Sparse Matrix-Vector Multiplication on GPUs for Graph Applications

Srinivasan Parthasarathy, P. Sadayappan, Arash Ashari, 2014, SC14: International Conference for High Performance Computing, Networking, Storage and Analysis.

Machine Learning based Compiler Optimization

P. Sadayappan, Arash Ashari, Davide Del Vento, 2012 .

On optimizing machine learning workloads via kernel fusion

Shirish Tatikonda, Berthold Reinwald, P. Sadayappan, 2015, PPoPP.

Characterizing dataset dependence for sparse matrix-vector multiplication on GPUs

P. Sadayappan, Srinivasan Parthasarathy, Louis-Noël Pouchet, 2015 .