2 papers
cs.DC2026
Dynamic Load Balancing for Uncertainty Quantification with Applications in Bayesian Inversion
C. M. Loi, M. Wille, A. Reinarz
Uncertainty Quantification (UQ) workflows present a particular scheduling challenge in high performance computing environments, as they typically generate large numbers of heteroge…
cs.DC2025
A Performance Analysis of Task Scheduling for UQ Workflows on HPC Systems
Chung Ming Loi, Anne Reinarz, Mikkel Lykkegaard +3
Uncertainty Quantification (UQ) workloads are becoming increasingly common in science and engineering. They involve the submission of thousands or even millions of similar tasks wi…