7 citations · 8 across the 3 of their papers we have counts for
3 papers
A Cloud-based Multi-Agentic Workflow for Science
Anurag Acharya, Timothy Vega, Rizwan A. Ashraf +3
As Large Language Models (LLMs) become ubiquitous across various scientific domains, their lack of ability to perform complex tasks like running simulations or to make complex deci…
Pattern-based Modeling of Multiresilience Solutions for High-Performance Computing
Rizwan A. Ashraf, Saurabh Hukerikar, Christian Engelmann
Resiliency is the ability of large-scale high-performance computing (HPC) applications to gracefully handle errors, and recover from failures. In this paper, we propose a pattern-b…
Shrink or Substitute: Handling Process Failures in HPC Systems using In-situ Recovery
Rizwan A. Ashraf, Saurabh Hukerikar, Christian Engelmann
Efficient utilization of today's high-performance computing (HPC) systems with complex hardware and software components requires that the HPC applications are designed to tolerate…