High-Performance Application Studies

Tools and Techniques for Code Acceleration

I worked with Abdul Dakkak and Cheng Li at Illinois on a full-stack performance analasis platform for machine learning software. The same infrastructure is also used to deliver some course projects for GPU programming courses.

I worked with Mert Hidayetoglu at Illinois on GPU acceleration of a massively-parallel tomographic image reconstruction code.

I was part of the IME-Accelerators team for the NCSA PAID program. This program pairs domain scientists with computing specialists to improve effective utilization of the Blue Waters supercomputer at the National Petascale Computing Facility. I have worked on:

  • CUDA Kernel Optimization for AWP with the Southern California Earthquake Center
  • OpenACC Acceleration for SETSM with Ohio State University