ScrubJay
Alfredo Giménez, Todd Gamblin, Abhinav Bhatelé, Chad Wood, Kathleen Shoga, Aniruddha Marathe, Peer‐Timo Bremer, Bernd Hamann, Martin Schulz · 2017
Modern HPC centers comprise clusters, storage, networks, power and cooling infrastructure, and more. Analyzing the efficiency of these complex facilities is a daunting task. Increasingly, facilities deploy sensors and monitoring tools, but with millions of instrumented components, analyzing collected data manually is intractable. Data from an HPC center comprises different formats, granularities, and semantics, and handwritten scripts no longer suffice to transform the data into a digestible form.