2 citations · 5 across the 13 of their papers we have counts for
4 papers · 1 filter
LLMs as Packagers of HPC Software
Caetano Melone, Daniel Nichols, Konstantinos Parasyris +2
High performance computing (HPC) software ecosystems are inherently heterogeneous, comprising scientific applications that depend on hundreds of external packages, each with distin…
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
Keita Teranishi, Harshitha Menon, William F. Godoy +25
We discuss the challenges and propose research directions for using AI to revolutionize the development of high-performance computing (HPC) software. AI technologies, in particular…
Testing the Unknown: A Framework for OpenMP Testing via Random Program Generation
Ignacio Laguna, Patrick Chapman, Konstantinos Parasyris +2
We present a randomized differential testing approach to test OpenMP implementations. In contrast to previous work that manually creates dozens of verification and validation tests…
Reliabuild: Searching for High-Fidelity Builds Using Active Learning
Harshitha Menon, Konstantinos Parasyris, Tom Scogland +1
Modern software is incredibly complex. A typical application may comprise hundreds or thousands of reusable components. Automated package managers can help to maintain a consistent…