216 citations · 362 across the 14 of their papers we have counts for
4 papers · 1 filter
Anomaly Detection using Autoencoders in High Performance Computing Systems
Andrea Borghesi, Andrea Bartolini, Michele Lombardi +2
Anomaly detection in supercomputers is a very difficult problem due to the big scale of the systems and the high number of components. The current state of the art for automated an…
Online Fault Classification in HPC Systems through Machine Learning
Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu +3
As High-Performance Computing (HPC) systems strive towards the exascale goal, studies suggest that they will experience excessive failure rates. For this reason, detecting and clas…
FINJ: A Fault Injection Tool for HPC Systems
Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu +3
We present FINJ, a high-level fault injection tool for High-Performance Computing (HPC) systems, with a focus on the management of complex experiments. FINJ provides support for cu…
Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration
Andrea Borghesi, Andrea Bartolini, Michela Milano +1
Energy efficiency is of paramount importance for the sustainability of HPC systems. Energy consumption limits the peak performance of supercomputers and accounts for a large share…