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Andrea Bartolini
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- affiliation: University of Bologna, Italy
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2020 – today
- 2024
- [j45]Mohsen Seyedkazemi Ardebili
, Andrea Acquaviva
, Luca Benini
, Andrea Bartolini:
HazardNet: A thermal hazard prediction framework for datacenters. Future Gener. Comput. Syst. 155: 340-353 (2024) - [j44]Martin Molan
, Mohsen Seyedkazemi Ardebili
, Junaid Ahmed Khan
, Francesco Beneventi
, Daniele Cesarini
, Andrea Borghesi
, Andrea Bartolini:
GRAAFE: GRaph Anomaly Anticipation Framework for Exascale HPC systems. Future Gener. Comput. Syst. 160: 644-653 (2024) - [j43]Alessandro Ottaviano
, Robert Balas, Giovanni Bambini
, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini:
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation. Int. J. Parallel Program. 52(1-2): 93-123 (2024) - [j42]Francesco Barchi, Emanuele Parisi
, Luca Zanatta, Andrea Bartolini, Andrea Acquaviva
:
Energy efficient and low-latency spiking neural networks on embedded microcontrollers through spiking activity tuning. Neural Comput. Appl. 36(30): 18897-18917 (2024) - [c132]Grafika Jati
, Martin Molan
, Francesco Barchi
, Andrea Bartolini
, Andrea Acquaviva
:
TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle. CF 2024 - [c131]Simone Manoni
, Paul Scheffler
, Alfio Di Mauro
, Luca Zanatta
, Andrea Acquaviva
, Luca Benini
, Andrea Bartolini
:
NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores. CF (Companion) 2024 - [c130]Emanuele Parisi
, Alberto Musa
, Maicol Ciani
, Francesco Barchi
, Davide Rossi
, Andrea Bartolini
, Andrea Acquaviva
:
Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips. CF 2024 - [c129]Sebastiano Mengozzi
, Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva:
Towards Nano-Drones Agile Flight Using Deep Reinforcement Learning. COINS 2024: 1-6 - [c128]Emanuele Parisi, Alberto Musa, Simone Manoni, Maicol Ciani, Davide Rossi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva:
TitanCFI: Toward Enforcing Control-Flow Integrity in the Root -of- Trust. DATE 2024: 1-6 - [c127]Alberto Musa, Franco Volante, Emanuele Parisi, Luca Barbierato, Edoardo Patti, Andrea Bartolini, Andrea Acquaviva, Francesco Barchi:
TitanSSL: Towards Accelerating OpenSSL in a Full RISC-V Architecture Using OpenTitan Root-of-Trust. SAFECOMP 2024: 169-183 - [c126]Francesco Antici, Andrea Bartolini, Zeynep Kiziltan, Özalp Babaoglu, Yuetsu Kodama:
MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs. SC 2024: 56 - [c125]Roy Krumpak, Joze M. Rozanec, Martin Molan, Matteo Angelinelli, Andrea Bartolini:
Predicting Compute Node Unavailability in HPC: A Graph-Based Machine Learning Approach. SC Workshops 2024: 737-740 - [c124]Bruno Guindani
, Martin Molan
, Andrea Bartolini
, Luca Benini
:
Exploring the Utility of Graph Methods in HPC Thermal Modeling. ICPE (Companion) 2024: 106-111 - [c123]Grafika Jati
, Martin Molan
, Junaid Ahmed Khan
, Francesco Barchi
, Andrea Bartolini
, Giuseppe Mercurio
, Andrea Acquaviva
:
AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks. ICPE (Companion) 2024: 112-119 - [c122]Junaid Ahmed Khan
, Martin Molan
, Matteo Angelinelli
, Andrea Bartolini
:
ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC. ICPE (Companion) 2024: 127-134 - [i26]Emanuele Parisi
, Alberto Musa, Simone Manoni, Maicol Ciani, Davide Rossi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva:
TitanCFI: Toward Enforcing Control-Flow Integrity in the Root-of-Trust. CoRR abs/2401.02567 (2024) - [i25]Emanuele Parisi
, Alberto Musa, Maicol Ciani, Francesco Barchi, Davide Rossi, Andrea Bartolini, Andrea Acquaviva:
Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips. CoRR abs/2402.10395 (2024) - [i24]Giovanni Bambini, Alessandro Ottaviano, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini:
Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms. CoRR abs/2405.18030 (2024) - [i23]Maicol Ciani, Emanuele Parisi
, Alberto Musa, Francesco Barchi, Andrea Bartolini, Ari Kulmala, Rafail Psiakis, Angelo Garofalo, Andrea Acquaviva, Davide Rossi:
Unleashing OpenTitan's Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading. CoRR abs/2406.11558 (2024) - [i22]Alessandro Ottaviano, Robert Balas, Tim Fischer, Thomas Benz, Andrea Bartolini, Luca Benini:
ControlPULPlet: A Flexible Real-time Multi-core RISC-V Controller for 2.5D Systems-in-package. CoRR abs/2410.15985 (2024) - 2023
- [j41]Martin Molan
, Andrea Borghesi, Daniele Cesarini
, Luca Benini, Andrea Bartolini
:
RUAD: Unsupervised anomaly detection in HPC systems. Future Gener. Comput. Syst. 141: 542-554 (2023) - [j40]Luca Zanatta
, Alfio Di Mauro
, Francesco Barchi, Andrea Bartolini, Luca Benini, Andrea Acquaviva:
Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator. Neurocomputing 562: 126885 (2023) - [j39]Andrea Borghesi
, Alessio Burrello
, Andrea Bartolini
:
ExaMon-X: A Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems. IEEE Internet Things J. 10(4): 2995-3005 (2023) - [c121]Gianluca Mittone
, Nicolò Tonci
, Robert Birke
, Iacopo Colonnelli
, Doriana Medic
, Andrea Bartolini
, Roberto Esposito
, Emanuele Parisi
, Francesco Beneventi
, Mirko Polato
, Massimo Torquati
, Luca Benini
, Marco Aldinucci
:
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning. CF 2023: 73-83 - [c120]Julian Martin Kunkel
, Christian Boehme
, Jonathan Decker
, Fabrizio Magugliani
, Dirk Pleiter
, Bastian Koller
, Karthee Sivalingam
, Sabri Pllana
, Alexander Nikolov
, Müjdat Soytürk
, Christian Racca
, Andrea Bartolini
, Adrian Tate
, Berkay Yaman
:
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework. CF 2023: 266-271 - [c119]Martin Molan
, Junaid Ahmed Khan
, Andrea Bartolini, Roberta Turra, Giorgio Pedrazzi
, Michael Cochez, Alexandru Iosup, Dumitru Roman, Joze M. Rozanec, Ana Lucia Varbanescu, Radu Prodan:
The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin. COMPSAC 2023: 1459-1464 - [c118]Francesco Barchi, Giacomo Pasini, Emanuele Parisi
, Giuseppe Tagliavini, Andrea Bartolini, Andrea Acquaviva:
RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor (Invited Paper). PARMA-DITAM 2023: 3:1-3:12 - [c117]William Fornaciari, Federico Reghenzani, Giovanni Agosta, Davide Zoni, Andrea Galimberti, Francesco Conti, Yvan Tortorella
, Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva, Daniele Gregori, Salvatore Cognetta, Carlo Ciancarelli, Antonio Leboffe, Paolo Serri, Alessio Burrello, Daniele Jahier Pagliari, Gianvito Urgese, Maurizio Martina, Guido Masera, Rosario Di Carlo, Antonio Sciarappa:
RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project. SAMOS 2023: 363-378 - [c116]Francesco Antici
, Mohsen Seyedkazemi Ardebili
, Andrea Bartolini
, Zeynep Kiziltan
:
PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System. SC Workshops 2023: 1812-1819 - [c115]Martin Molan
, Junaid Ahmed Khan
, Andrea Borghesi
, Andrea Bartolini
:
Graph Neural Networks for Anomaly Anticipation in HPC Systems. ICPE (Companion) 2023: 239-244 - [c114]Ana Lucia Varbanescu
, Andrea Bartolini
:
Graph-Optimizer: Towards Predictable Large-Scale Graph Processing Workloads. ICPE (Companion) 2023: 255-256 - [e4]Andrea Bartolini
, Kristian F. D. Rietveld, Catherine D. Schuman
, Jose Moreira:
Proceedings of the 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy, May 9-11, 2023. ACM 2023 [contents] - [d17]Francesco Antici
, Mohsen Seyedkazemi Ardebili
, Andrea Bartolini
, Zeynep Kiziltan
:
PM100: A Job Power Consumption Dataset of a Large-Scale HPC System. Version 1.0. Zenodo, 2023 [all versions] - [d16]Francesco Antici
, Mohsen Seyedkazemi Ardebili
, Andrea Bartolini
, Zeynep Kiziltan
:
PM100: A Job Power Consumption Dataset of a Large-Scale HPC System. Version 2. Zenodo, 2023 [all versions] - [d15]Francesco Antici
, Mohsen Seyedkazemi Ardebili
, Andrea Bartolini
, Zeynep Kiziltan
:
PM100: A Job Power Consumption Dataset of a Large-Scale HPC System. Version 3. Zenodo, 2023 [all versions] - [d14]Mohsen Seyedkazemi Ardebili
, Andrea Acquaviva
, Luca Benini
, Andrea Bartolini
:
Dataset of the HazardNet: A Thermal Hazard Prediction Framework for Datacenters. Zenodo, 2023 - [d13]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset: time-aggregated data for anomaly detection. Zenodo, 2023 - [d12]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 1: from 20-03 to 20-12. Zenodo, 2023 - [d11]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 2: from 21-01 to 21-06. Zenodo, 2023 - [d10]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 3: from 21-07 to 21-09. Zenodo, 2023 - [d9]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 4: from 21-10 to 21-12. Zenodo, 2023 - [d8]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 5: from 22-01 to 22-02. Zenodo, 2023 - [d7]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 6: 22-03. Zenodo, 2023 - [d6]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 7: 22-04. Zenodo, 2023 - [d5]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 8: 22-05. Zenodo, 2023 - [d4]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 9: 22-06. Zenodo, 2023 - [d3]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 10: 22-07. Zenodo, 2023 - [d2]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 11: 22-08. Zenodo, 2023 - [d1]Andrea Borghesi
, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili
, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini
:
M100 dataset 12: 22-09. Zenodo, 2023 - [i21]Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli
, Doriana Medic, Andrea Bartolini, Roberto Esposito
, Emanuele Parisi
, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci:
Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning. CoRR abs/2302.07946 (2023) - [i20]Julian M. Kunkel, Christian Boehme
, Jonathan Decker
, Fabrizio Magugliani, Dirk Pleiter, Bastian Koller, Karthee Sivalingam, Sabri Pllana, Alexander Nikolov, Müjdat Soytürk, Christian Racca, Andrea Bartolini, Adrian Tate, Berkay Yaman:
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework. CoRR abs/2305.02697 (2023) - [i19]Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini:
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation. CoRR abs/2306.09501 (2023) - [i18]W. A. Ahmad, Andrea Bartolini, Francesco Beneventi, Luca Benini, Andrea Borghesi, Marco Cicala, Privato Forestieri, Cosimo Gianfreda, Daniele Gregori, Antonio Libri, Filippo Spiga, Simone Tinti:
Design of an energy aware petaflops class high performance cluster based on power architecture. CoRR abs/2307.05790 (2023) - 2022
- [j38]Emanuele Parisi
, Francesco Barchi
, Andrea Bartolini, Andrea Acquaviva
:
Making the Most of Scarce Input Data in Deep Learning-Based Source Code Classification for Heterogeneous Device Mapping. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1636-1648 (2022) - [j37]Andrea Borghesi
, Martin Molan
, Michela Milano, Andrea Bartolini
:
Anomaly Detection and Anticipation in High Performance Computing Systems. IEEE Trans. Parallel Distributed Syst. 33(4): 739-750 (2022) - [c113]Nicola Elia
, Francesco Barchi
, Emanuele Parisi
, Livio Pompianu
, Salvatore Carta
, Andrea Bartolini
, Andrea Acquaviva
:
Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications. ADBIS 2022: 377-391 - [c112]Giovanni Bambini
, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini:
Modeling the Thermal and Power Control Subsystem in HPC Processors. CCTA 2022: 397-402 - [c111]Mohsen Seyedkazemi Ardebili
, Andrea Bartolini, Luca Benini:
Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach. CF 2022: 197-198 - [c110]Luca Zanatta
, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva:
Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance. CF 2022: 199-200 - [c109]Martin Molan
, Andrea Borghesi, Luca Benini, Andrea Bartolini:
Semi-supervised anomaly detection on a Tier-0 HPC system. CF 2022: 203-204 - [c108]Federico Ficarelli, Andrea Bartolini, Emanuele Parisi
, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini:
Meet Monte Cimone: exploring RISC-V high performance compute clusters. CF 2022: 207-208 - [c107]Martin Molan
, Andrea Borghesi
, Luca Benini
, Andrea Bartolini
:
Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models. Euro-Par 2022: 171-185 - [c106]Martin Molan
, Andrea Borghesi
, Luca Benini
, Andrea Bartolini
:
Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection. Euro-Par Workshops 2022: 294-298 - [c105]Emanuele Parisi
, Amirhossein Moallemi
, Francesco Barchi, Andrea Bartolini, Davide Brunelli, Nicola Buratti, Andrea Acquaviva:
Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring. MetroInd4.0& IoT 2022: 234-239 - [c104]Alessandro Ottaviano
, Robert Balas, Giovanni Bambini
, Corrado Bonfanti, Simone Benatti
, Davide Rossi, Luca Benini, Andrea Bartolini:
ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration. SAMOS 2022: 120-135 - [c103]Andrea Bartolini, Federico Ficarelli
, Emanuele Parisi
, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini:
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. SOCC 2022: 1-6 - [c102]Mohsen Seyedkazemi Ardebili
, Andrea Bartolini
, Andrea Acquaviva
, Luca Benini
:
Rule-Based Thermal Anomaly Detection for Tier-0 HPC Systems. ISC Workshops 2022: 262-276 - [e3]Luca Sterpone, Andrea Bartolini, Anastasiia Butko:
CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022. ACM 2022, ISBN 978-1-4503-9338-6 [contents] - [i17]Andrea Bartolini, Federico Ficarelli, Emanuele Parisi
, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini:
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. CoRR abs/2205.03725 (2022) - [i16]Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini:
RUAD: unsupervised anomaly detection in HPC systems. CoRR abs/2208.13169 (2022) - 2021
- [j36]Antonio Libri
, Andrea Bartolini, Luca Benini:
DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended). Clust. Comput. 24(4): 2723-2734 (2021) - [j35]Ondrej Vysocky
, Lubomír Ríha
, Andrea Bartolini
:
Application instrumentation for performance analysis and tuning with focus on energy efficiency. Concurr. Comput. Pract. Exp. 33(11) (2021) - [j34]Francesco Barchi
, Luca Zanatta
, Emanuele Parisi
, Alessio Burrello
, Davide Brunelli
, Andrea Bartolini
, Andrea Acquaviva
:
Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring. Future Internet 13(8): 219 (2021) - [j33]Daniele Cesarini
, Andrea Bartolini
, Pietro Bonfà
, Carlo Cavazzoni, Luca Benini
:
COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications. IEEE Trans. Computers 70(5): 682-695 (2021) - [j32]Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini:
HPC Cooling: A Flexible Modeling Tool for Effective Design and Management. IEEE Trans. Sustain. Comput. 6(3): 441-455 (2021) - [c101]Marco Aldinucci
, Giovanni Agosta, Antonio Andreini
, Claudio Agostino Ardagna
, Andrea Bartolini, Alessandro Cilardo, Biagio Cosenza
, Marco Danelutto, Roberto Esposito
, William Fornaciari
, Roberto Giorgi, Davide Lengani, Raffaele Montella, Mauro Olivieri, Sergio Saponara
, Daniele Simoni, Massimo Torquati:
The Italian research on HPC key technologies across EuroHPC. CF 2021: 178-184 - [c100]Emanuele Parisi
, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva:
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers. DATE 2021: 878-883 - [c99]Mohsen Seyedkazemi Ardebili
, Marcello Zanghieri
, Alessio Burrello
, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini:
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks. DATE 2021: 1256-1259 - [c98]Luca Zanatta
, Francesco Barchi, Alessio Burrello
, Andrea Bartolini, Davide Brunelli
, Andrea Acquaviva:
Damage Detection in Structural Health Monitoring with Spiking Neural Networks. MetroInd4.0&IoT 2021: 105-110 - [c97]Martin Molan
, Andrea Borghesi
, Francesco Beneventi, Massimiliano Guarrasi
, Andrea Bartolini
:
An Explainable Model for Fault Detection in HPC Systems. ISC Workshops 2021: 378-391 - 2020
- [j31]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu
, Alina Sîrbu
, Andrea Bartolini
, Andrea Borghesi
:
A machine learning approach to online fault classification in HPC systems. Future Gener. Comput. Syst. 110: 1009-1022 (2020) - [j30]Antonio Libri
, Andrea Bartolini
, Luca Benini
:
pAElla: Edge AI-Based Real-Time Malware Detection in Data Centers. IEEE Internet Things J. 7(10): 9589-9599 (2020) - [j29]Federico Pittino
, Roberto Diversi
, Luca Benini
, Andrea Bartolini
:
Robust Identification of Thermal Models for In-Production High-Performance-Computing Clusters With Machine Learning-Based Data Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2042-2054 (2020) - [j28]Roberto Diversi
, Andrea Bartolini
, Luca Benini
:
Thermal Model Identification of Computing Nodes in High-Performance Computing Systems. IEEE Trans. Ind. Electron. 67(9): 7778-7788 (2020) - [j27]Daniele Cesarini
, Andrea Bartolini
, Andrea Borghesi
, Carlo Cavazzoni, Mathieu Luisier
, Luca Benini
:
Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications. IEEE Trans. Parallel Distributed Syst. 31(11): 2696-2709 (2020) - [c96]Xingfu Wu
, Aniruddha Marathe
, Siddhartha Jana, Ondrej Vysocky
, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie Taylor, Sridutt Bhalachandra:
Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CLUSTER 2020: 473-483 - [c95]Alessio Burrello
, Daniele Jahier Pagliari
, Andrea Bartolini, Luca Benini, Enrico Macii, Massimo Poncino:
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks. Euro-Par Workshops 2020: 277-289 - [c94]Giovanni Bambini
, Robert Balas, Christian Conficoni, Andrea Tilli, Luca Benini, Simone Benatti
, Andrea Bartolini:
An Open-Source Scalable Thermal and Power Controller for HPC Processors. ICCD 2020: 364-367 - [i15]Antonio Libri, Andrea Bartolini, Luca Benini:
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers. CoRR abs/2004.03670 (2020) - [i14]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
A Machine Learning Approach to Online Fault Classification in HPC Systems. CoRR abs/2007.14241 (2020) - [i13]Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie Taylor, Sridutt Bhalachandra:
Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CoRR abs/2008.06571 (2020) - [i12]Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva:
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers. CoRR abs/2012.06836 (2020)
2010 – 2019
- 2019
- [j26]Andrea Borghesi
, Andrea Bartolini
, Michele Lombardi, Michela Milano, Luca Benini
:
A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems. Eng. Appl. Artif. Intell. 85: 634-644 (2019) - [j25]Andrea Borghesi
, Andrea Bartolini
, Michela Milano, Luca Benini
:
Pricing schemes for energy-efficient HPC systems: Design and exploration. Int. J. High Perform. Comput. Appl. 33(4) (2019) - [j24]Cristina Silvano, Giovanni Agosta, Andrea Bartolini
, Andrea Rosario Beccari, Luca Benini
, Loïc Besnard, João Bispo
, Radim Cmar, João M. P. Cardoso
, Carlo Cavazzoni, Daniele Cesarini
, Stefano Cherubin
, Federico Ficarelli
, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic
, Gianluca Palermo, Emanuele Vitali:
The ANTAREX domain specific language for high performance computing. Microprocess. Microsystems 68: 58-73 (2019) - [c93]Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection Using Autoencoders in High Performance Computing Systems. AAAI 2019: 9428-9433 - [c92]Andrea Borghesi
, Antonio Libri, Luca Benini
, Andrea Bartolini
:
Online Anomaly Detection in HPC Systems. AICAS 2019: 229-233 - [c91]Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection using Autoencoders in High Performance Computing Systems. DDC@AI*IA 2019: 24-32 - [c90]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu
, Alina Sîrbu
, Andrea Bartolini
, Andrea Borghesi
:
Online Fault Classification in HPC Systems Through Machine Learning. Euro-Par 2019: 3-16 - [c89]Mohsen Seyedkazemi Ardebili
, Carlo Cavazzoni
, Luca Benini
, Andrea Bartolini
:
Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions. HPCSE 2019: 1-16 - [c88]Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti
, Andrea Tilli, Luca Benini:
A PULP-based Parallel Power Controller for Future Exascale Systems. ICECS 2019: 771-774 - [c87]Andrea Bartolini
, Gabriele Comodi, Fabrizio Marinelli, Andrea Pizzuti
, Roberto Rosetti:
A Matheuristic for the Design and Management of Multi-energy Systems. ICORES (Selected Papers) 2019: 171-188 - [c86]