42 citations · 130 across the 14 of their papers we have counts for
5 papers · 1 filter
Online Job Failure Prediction in an HPC System
Francesco Antici, Andrea Borghesi, Zeynep Kiziltan
Modern High Performance Computing (HPC) systems are complex machines, with major impacts on economy and society. Along with their computational capability, their energy consumption…
A Machine Learning Approach to Online Fault Classification in HPC Systems
Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu +3
As High-Performance Computing (HPC) systems strive towards the exascale goal, failure rates both at the hardware and software levels will increase significantly. Thus, detecting 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…
AccaSim: a Customizable Workload Management Simulator for Job Dispatching Research in HPC Systems
Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti +1
We present AccaSim, a simulator for workload management in HPC systems. Thanks to AccaSim's scalability to large workload datasets, support for easy customization, and practical au…