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Andrea Bartolini

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DECICE: Device-Edge-Cloud Intelligent Collaboration Framework

May 04, 2023
Julian Kunkel, Christian Boehme, Jonathan Decker, Fabrizio Magugliani, Dirk Pleiter, Bastian Koller, Karthee Sivalingam, Sabri Pllana, Alexander Nikolov, Mujdat Soyturk, Christian Racca, Andrea Bartolini, Adrian Tate, Berkay Yaman

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Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning

Feb 15, 2023
Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medić, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci

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RUAD: unsupervised anomaly detection in HPC systems

Aug 28, 2022
Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini

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Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers

Dec 12, 2020
Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva

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A Machine Learning Approach to Online Fault Classification in HPC Systems

Jul 27, 2020
Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sirbu, Andrea Bartolini, Andrea Borghesi

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pAElla: Edge-AI based Real-Time Malware Detection in Data Centers

Apr 07, 2020
Antonio Libri, Andrea Bartolini, Luca Benini

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Anomaly Detection using Autoencoders in High Performance Computing Systems

Nov 13, 2018
Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini

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Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection

Oct 03, 2018
Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini

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