40 citations · 72 across the 8 of their papers we have counts for
4 papers · 1 filter
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers
Emanuele Parisi, Francesco Barchi, Andrea Bartolini +2
The analysis of source code through machine learning techniques is an increasingly explored research topic aiming at increasing smartness in the software toolchain to exploit moder…
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers
Antonio Libri, Andrea Bartolini, Luca Benini
The increasing use of Internet-of-Things (IoT) devices for monitoring a wide spectrum of applications, along with the challenges of "big data" streaming support they often require…
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…
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…