Paper on Modeling GPU PerformanceOur recent work with Jaemin Choi, and Sanjay Kale at the University of Illinois and David Richards at LLNL on modeling the end-to-end performance of GPU codes was presented virtually at ICS 2020. The full paper is available here.
Upcoming paper on Machine Learning for Tuning MPI Collective PerformanceOur paper on using machine learning to predict MPI collective performance will be presented at IEEE Cluster in September.
Research in HPC and AI including parallel runtimes, networks, performance analytics, and portability.
Portable extreme-scale scientific software designed for performance and usability.