5 citations · 5 across the 1 of their papers we have counts for
3 papers · 1 filter
IOAgent: Democratizing Trustworthy HPC I/O Performance Diagnosis Capability via LLMs
Chris Egersdoerfer, Arnav Sareen, Jean Luca Bez +3
As the complexity of the HPC storage stack rapidly grows, domain scientists face increasing challenges in effectively utilizing HPC storage systems to achieve their desired I/O per…
I/O in Machine Learning Applications on HPC Systems: A 360-degree Survey
Noah Lewis, Jean Luca Bez, Surendra Byna
Growing interest in Artificial Intelligence (AI) has resulted in a surge in demand for faster methods of Machine Learning (ML) model training and inference. This demand for speed h…
Parallel I/O Characterization and Optimization on Large-Scale HPC Systems: A 360-Degree Survey
Hammad Ather, Jean Luca Bez, Chen Wang +3
Driven by artificial intelligence, data science, and high-resolution simulations, I/O workloads and hardware on high-performance computing (HPC) systems have become increasingly co…