Andrea Borghesi

Alessio Burrello

Andrea Bartolini

IEEE Internet Things J., February, 2023

M100 dataset 12: 22-09.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 11: 22-08.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 10: 22-07.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 9: 22-06.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 8: 22-05.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 7: 22-04.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 6: 22-03.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 5: from 22-01 to 22-02.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 4: from 21-10 to 21-12.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 3: from 21-07 to 21-09.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 2: from 21-01 to 21-06.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 1: from 20-03 to 20-12.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset: time-aggregated data for anomaly detection.

[BibT_eX]

[DOI]

Dataset, January, 2023

Design of an energy aware petaflops class high performance cluster based on power architecture.

[BibT_eX]

[DOI]

CoRR, 2023

Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product.

[BibT_eX]

[DOI]

IEEE Access, 2023

Graph Neural Networks for Anomaly Anticipation in HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Towards Symbiotic Creativity: A Methodological Approach to Compare Human and AI Robotic Dance Creations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MusiComb: a Sample-based Approach to Music Generation Through Constraints.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

A Federated Learning Approach for Anomaly Detection in High Performance Computing.

[BibT_eX]

[DOI]

Emmen Farooq

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

TinderAI: Support System for Matching AI Algorithms and Embedded Devices.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Online Job Failure Prediction in an HPC System.

[BibT_eX]

[DOI]

Francesco Antici

Zeynep Kiziltan

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

Towards Intelligent Music Production: A Sample-based Approach.

[BibT_eX]

[DOI]

Luca Giuliani

Allegra De Filippo

Proceedings of the 2nd Workshop on Artificial Intelligence and Creativity co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Anomaly Detection and Anticipation in High Performance Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

HADA: An automated tool for hardware dimensioning of AI applications.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Detection Rate and Variability in Measurement of Mandibular Incisive Canal on Cone-Beam Computed Tomography: A Study of 220 Dentate Hemi-Mandibles from Italy.

[BibT_eX]

[DOI]

J. Imaging, 2022

Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying Lens.

[BibT_eX]

[DOI]

CoRR, 2022

Predictive Maintenance Based on Machine Learning Model.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2022: Parallel Processing Workshops, 2022

Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2022: Parallel Processing, 2022

Constrained Hardware Dimensioning for AI Algorithms.

[BibT_eX]

[DOI]

Allegra De Filippo

Proceedings of the PAIS 2022, 2022

Semi-supervised anomaly detection on a Tier-0 HPC system.

[BibT_eX]

[DOI]

Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

A Multi-modal Perspective for the Artistic Evaluation of Robotic Dance Performances.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Artificial Intelligence and Creativity co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022

2021

BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Deep Learning for Virus-Spreading Forecasting: a Brief Survey.

[BibT_eX]

[DOI]

CoRR, 2021

An Explainable Model for Fault Detection in HPC Systems.

[BibT_eX]

[DOI]

Francesco Beneventi

Jean Christian Ahouangonou

Andrea Bartolini

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

IoTwins: Design and Implementation of a Platform for the Management of Digital Twins in Industrial Scenarios.

[BibT_eX]

[DOI]

Alessandro Costantini

Matteo Galletti

Marica Antonacci

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

A machine learning approach to online fault classification in HPC systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays.

[BibT_eX]

[DOI]

CoRR, 2020

Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey.

[BibT_eX]

[DOI]

Federico Baldo

Michela Milano

CoRR, 2020

An Analysis of Regularized Approaches for Constrained Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

Injective Domain Knowledge in Neural Networks for Transprecision Computing.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Combining learning and optimization for transprecision computing.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020

2019

Pricing schemes for energy-efficient HPC systems: Design and exploration.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2019

A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2019

Paving the Way Toward Energy-Aware and Automated Datacentre.

[BibT_eX]

[DOI]

Proceedings of the 48th International Conference on Parallel Processing, 2019

Online Fault Classification in HPC Systems Through Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2019: Parallel Processing, 2019

Frequency Assignment in High Performance Computing Systems.

[BibT_eX]

[DOI]

Michela Milano

Luca Benini

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

Online Anomaly Detection in HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

Anomaly Detection Using Autoencoders in High Performance Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Scheduling-based power capping in high performance computing systems.

[BibT_eX]

[DOI]

Sustain. Comput. Informatics Syst., 2018

Energy and Power Aware Job Scheduling and Resource Management: Global Survey - Initial Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

FINJ: A Fault Injection Tool for HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

The D.A.V.I.D.E. big-data-powered fine-grain power and performance monitoring support.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017

Power-Aware Job Dispatching in High Performance Computing Systems.

[BibT_eX]

[DOI]

PhD thesis, 2017

Data-Driven Job Dispatching in HPC Systems.

[BibT_eX]

[DOI]

Cristian Galleguillos

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Design of an Energy Aware Petaflops Class High Performance Cluster Based on Power Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

2016

Predictive Modeling for Job Power Consumption in HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing - 31st International Conference, 2016

2015

MS3: A Mediterranean-stile job scheduler for supercomputers - do less when it's too hot!

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Power Capping in High Performance Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2015

Agent Based Simulation of Incentive Mechanisms on Photovoltaic Adoption.

[BibT_eX]

[DOI]

Valerio Iachini