428 citations · 4.5k across the 191 of their papers we have counts for
Showing 2018 · cs.LGShow all
2 papers · 2 filters
cs.LG2018★ 216 cited
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…
cs.LG2018
Robust identification of thermal models for in-production High-Performance-Computing clusters with machine learning-based data selection
Federico Pittino, Roberto Diversi, Luca Benini +1
Power and thermal management are critical components of High-Performance-Computing (HPC) systems, due to their high power density and large total power consumption. The assessment…