Daniel Milroy

It's a Scheduling Affair: GROMACS in the Cloud with the KubeFlux Scheduler

2021

In this work, we address the problem of running HPC workloads efficiently on Kubernetes clusters. To do so, we compare the Kubernetes' default scheduler with KubeFlux, a Kubernetes plug-in scheduler built on the Flux graph-based …

Predicting Cross-Architecture Performance of Parallel Programs

2024

A variety of hardware architectures, both CPUs and GPUs, are used today to build supercomputers and parallel clusters. Often times, users can choose which hardware platform they want to run on. Modern scientific workflows have …

Usability Evaluation of Cloud for HPC Applications

2025 · arXiv (Cornell University)

The rise of AI and the economic dominance of cloud computing have created a new nexus of innovation for high performance computing (HPC), which has a long history of driving scientific discovery. In addition to …