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Andrea Bartolini

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affiliation: University of Bologna, Italy

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2020 – today

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2024
[j45]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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Sebastiano Mengozzi, Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva:
Towards Nano-Drones Agile Flight Using Deep Reinforcement Learning. COINS 2024: 1-6
[c128]
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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]
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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]
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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]
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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]
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Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini:
Exploring the Utility of Graph Methods in HPC Thermal Modeling. ICPE (Companion) 2024: 106-111
[c123]
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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]
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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
[d18]
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Francesco Antici, Andrea Bartolini, Jens Domke, Zeynep Kiziltan, Keiji Yamamoto:
F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems. Zenodo, 2024
[i26]
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  - journals/corr/abs-2401-02567
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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]
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  - journals/corr/abs-2402-10395
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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]
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  - journals/corr/abs-2405-18030
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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]
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  - journals/corr/abs-2406-11558
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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]
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  - journals/corr/abs-2410-15985
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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]
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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]
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  - journals/ijon/ZanattaMBBBA23
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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Martin Molan, Junaid Ahmed Khan, Andrea Borghesi, Andrea Bartolini:
Graph Neural Networks for Anomaly Anticipation in HPC Systems. ICPE (Companion) 2023: 239-244
[c114]
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  - conf/wosp/VarbanescuB23
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Ana Lucia Varbanescu, Andrea Bartolini:
Graph-Optimizer: Towards Predictable Large-Scale Graph Processing Workloads. ICPE (Companion) 2023: 255-256
[e4]
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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]
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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]
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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]
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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]
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Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini:
Dataset of the HazardNet: A Thermal Hazard Prediction Framework for Datacenters. Zenodo, 2023
[d13]
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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]
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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]
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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]
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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]
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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
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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]
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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]
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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
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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
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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
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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
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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
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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]
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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]
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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]
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  - journals/corr/abs-2306-09501
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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]
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  - journals/corr/abs-2307-05790
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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]
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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]
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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]
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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
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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]
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Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Luca Benini:
Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach. CF 2022: 197-198
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Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva:
Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance. CF 2022: 199-200
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Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini:
Semi-supervised anomaly detection on a Tier-0 HPC system. CF 2022: 203-204
[c108]
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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
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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]
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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]
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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]
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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]
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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]
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Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Andrea Acquaviva, Luca Benini:
Rule-Based Thermal Anomaly Detection for Tier-0 HPC Systems. ISC Workshops 2022: 262-276
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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]
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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]
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  - journals/corr/abs-2208-13169
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Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini:
RUAD: unsupervised anomaly detection in HPC systems. CoRR abs/2208.13169 (2022)
2021
[j36]
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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]
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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]
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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]
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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]
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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]
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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
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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]
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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
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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  - journals/corr/abs-2004-03670
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Antonio Libri, Andrea Bartolini, Luca Benini:
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers. CoRR abs/2004.03670 (2020)
[i14]
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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]
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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]
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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

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What is the meaning of the colors in the publication lists?

2019
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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)
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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)
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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)
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection Using Autoencoders in High Performance Computing Systems. AAAI 2019: 9428-9433
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Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini:
Online Anomaly Detection in HPC Systems. AICAS 2019: 229-233
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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
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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
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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
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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
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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
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Andrea Bartolini, Gabriele Comodi, Fabrizio Marinelli, Andrea Pizzuti, Roberto Rosetti:
A Matheuristic Approach for Resource Scheduling and Design of a Multi-energy System. ICORES 2019: 451-458
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Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, Carlo Cavazzoni:
Paving the Way Toward Energy-Aware and Automated Datacentre. ICPP Workshops 2019: 8:1-8:8
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Andrea Bartolini, Francesco Casella, Adrien Guironnet:
Towards Pan-European Power Grid Modelling in Modelica: Design Principles and a Prototype for a Reference Power System Library. Modelica 2019: 157:064
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Lubomir Riha, Ondrej Vysocky, Andrea Bartolini:
Evaluation of DVFS and Uncore Frequency Tuning Under Power Capping on Intel Broadwell Architecture. PARCO 2019: 634-643
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Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni:
Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC 2019: 10:1-10:9
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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, Imane Lasri, Antonio Libri, Candida Manelfi, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach. PDP 2019: 116-123
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Ondrej Vysocky, Lubomir Riha, Andrea Bartolini:
Overview of Application Instrumentation for Performance Analysis and Tuning. PPAM (2) 2019: 159-168
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Daniele Cesarini, Carlo Cavazzoni, Andrea Bartolini:
Evaluating the Advantage of Reactive MPI-aware Power Control Policies. PPAM (2) 2019: 181-190
[i11]
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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, Pedro Pinto, Erven Rohou, Katerina Slaninová, Emanuele Vitali:
The ANTAREX Domain Specific Language for High Performance Computing. CoRR abs/1901.06175 (2019)
[i10]
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Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini:
Online Anomaly Detection in HPC Systems. CoRR abs/1902.08447 (2019)
[i9]
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Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini:
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. CoRR abs/1902.09400 (2019)
[i8]
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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. CoRR abs/1909.12684 (2019)
2018
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Andrea Bartolini, Roberto Diversi, Daniele Cesarini, Francesco Beneventi:
Self-Aware Thermal Management for High-Performance Computing Processors. IEEE Des. Test 35(5): 28-35 (2018)
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Scheduling-based power capping in high performance computing systems. Sustain. Comput. Informatics Syst. 19: 1-13 (2018)
[j21]
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Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini:
Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway. IEEE Trans. Emerg. Top. Comput. 6(3): 370-381 (2018)
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Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer. IEEE Trans. Parallel Distributed Syst. 29(7): 1575-1588 (2018)
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives. ANDARE@PACT 2018: 2:1-2:6
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Antonio Libri, Andrea Bartolini, Daniele Cesarini, Luca Benini:
Evaluation of NTP/PTP fine-grain synchronization performance in HPC clusters. ANDARE@PACT 2018: 3:1-3:6
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Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini:
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. ApplePies 2018: 169-177
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Cristina Silvano, Gianluca Palermo, Giovanni Agosta, Amir H. Ashouri, Davide Gadioli, Stefano Cherubin, Emanuele Vitali, Luca Benini, Andrea Bartolini, Daniele Cesarini, João M. P. Cardoso, João Bispo, Pedro Pinto, Ricardo Nobre, Erven Rohou, Loïc Besnard, Imane Lasri, Nico Sanna, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Katerina Slaninová, Martin Golasowski, Andrea Rosario Beccari, Candida Manelfi:
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF 2018: 270-275
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Andrea Bartolini, Andrea Borghesi, Antonio Libri, Francesco Beneventi, Daniele Gregori, Simone Tinti, Cosimo Gianfreda, Piero Altoe:
The D.A.V.I.D.E. big-data-powered fine-grain power and performance monitoring support. CF 2018: 303-308
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Ali Pahlevan, Yasir Mahmood Qureshi, Marina Zapater, Andrea Bartolini, Davide Rossi, Luca Benini, David Atienza:
Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not? DATE 2018: 147-152
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Davide Gadioli, Martin Golasowski, Imane Lasri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing. DSD 2018: 600-607
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Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
FINJ: A Fault Injection Tool for HPC Systems. Euro-Par Workshops 2018: 800-812
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Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini:
A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production. HPCS 2018: 300-307
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Matthias Maiterth, Gregory A. Koenig, Kevin T. Pedretti, Siddhartha Jana, Natalie J. Bates, Andrea Borghesi, Dave Montoya, Andrea Bartolini, Milos Puzovic:
Energy and Power Aware Job Scheduling and Resource Management: Global Survey - Initial Analysis. IPDPS Workshops 2018: 685-693
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Andrea Bartolini, João M. P. Cardoso, Cristina Silvano:
Proceedings of the 2nd Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, ANDARE@PACT 2018, Limassol, Cyprus, November 4, 2018. ACM 2018, ISBN 978-1-4503-6591-8 [contents]
[i7]
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Antonio Libri, Andrea Bartolini, Luca Benini:
Dwarf in a Giant: Enabling Scalable, High-Resolution HPC Energy Monitoring for Real-Time Profiling and Analytics. CoRR abs/1806.02698 (2018)
[i6]
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Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini:
Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration. CoRR abs/1806.05135 (2018)
[i5]
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives. CoRR abs/1806.07258 (2018)
[i4]
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Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
FINJ: A Fault Injection Tool for HPC Systems. CoRR abs/1807.10056 (2018)
[i3]
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Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini:
Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection. CoRR abs/1810.01865 (2018)
[i2]
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  - journals/corr/abs-1810-11208
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Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
Online Fault Classification in HPC Systems through Machine Learning. CoRR abs/1810.11208 (2018)
[i1]
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  - journals/corr/abs-1811-05269
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection using Autoencoders in High Performance Computing Systems. CoRR abs/1811.05269 (2018)
2017
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Michele Lombardi, Michela Milano, Andrea Bartolini:
Empirical decision model learning. Artif. Intell. 244: 343-367 (2017)
[j18]
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Mauro Mangia, Daniele Bortolotti, Fabio Pareschi, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks. Microprocess. Microsystems 48: 69-79 (2017)
[j17]
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Andres Gomez, Andrea Bartolini, Davide Rossi, Baris Can Kara, Hamed Fatemi, José Pineda de Gyvez, Luca Benini:
Increasing the energy efficiency of microcontroller platforms with low-design margin co-processors. Microprocess. Microsystems 53: 213-228 (2017)
[j16]
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Aya Ibrahim, Pascal A. Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Luca Benini, Giovanni De Micheli:
Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging. IEEE Trans. Biomed. Circuits Syst. 11(4): 815-831 (2017)
[j15]
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Fabio Pareschi, Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals. IEEE Trans. Biomed. Circuits Syst. 11(6): 1278-1289 (2017)
[j14]
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Rubén Braojos, Daniele Bortolotti, Andrea Bartolini, Giovanni Ansaloni, Luca Benini, David Atienza:
A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing. IEEE Trans. Computers 66(4): 575-585 (2017)
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Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
WARM: Workload-Aware Reliability Management in Linux/Android. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(9): 1557-1570 (2017)
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Benefits in Relaxing the Power Capping Constraint. ANDARE@PACT 2017: 3:1-3:6
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Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools. DATE 2017: 1038-1043
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Wissam Abu 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. IPDPS Workshops 2017: 964-973
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Francesco Casella, Alberto Leva, Andrea Bartolini:
Simulation of Large Grids in OpenModelica: reflections and perspectives. Modelica 2017: 132:023
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node. PARCO 2017: 277-286
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Cristina Silvano, Giovanni Agosta, Jorge G. Barbosa, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, João Bispo, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Radim Cmar, Davide Gadioli, Candida Manelfi, Jan Martinovic, Ricardo Nobre, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová:
The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems. SAMOS 2017: 308-316
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Prediction horizon vs. efficiency of optimal dynamic thermal control policies in HPC nodes. VLSI-SoC 2017: 1-6
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes. VLSI-SoC (Selected Papers) 2017: 198-219
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Andrea Bartolini, João M. P. Cardoso, Cristina Silvano:
Proceedings of the 1st Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, ANDARE@PACT 2017, Portland, OR, USA, September 9, 2017. ACM 2017, ISBN 978-1-4503-5363-2 [contents]
2016
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Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Luca Benini:
Thermal Analysis and Interpolation Techniques for a Logic + WideIO Stacked DRAM Test Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(4): 623-636 (2016)
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Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini:
Integrated Energy-Aware Management of Supercomputer Hybrid Cooling Systems. IEEE Trans. Ind. Informatics 12(4): 1299-1311 (2016)
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Thomas Bridi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
A Constraint Programming Scheduler for Heterogeneous High-Performance Computing Machines. IEEE Trans. Parallel Distributed Syst. 27(10): 2781-2794 (2016)
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Pascal A. Hager, Andrea Bartolini, Luca Benini:
Ekho: A 30.3W, 10k-Channel Fully Digital Integrated 3-D Beamformer for Medical Ultrasound Imaging Achieving 298M Focal Points per Second. IEEE Trans. Very Large Scale Integr. Syst. 24(5): 1936-1949 (2016)
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Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano:
DARDIS: Distributed And Randomized DIspatching and Scheduling. AI*IA 2016: 493-507
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Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Application of compressed sensing to ECG signals: Decoder-side benefits of the rakeness approach. BioCAS 2016: 352-355
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Cristina Silvano, Giovanni Agosta, Stefano Cherubin, Davide Gadioli, Gianluca Palermo, Andrea Bartolini, Luca Benini, Jan Martinovic, Martin Palkovic, Katerina Slaninová, João Bispo, João M. P. Cardoso, Rui Abreu, Pedro Pinto, Carlo Cavazzoni, Nico Sanna, Andrea Rosario Beccari, Radim Cmar, Erven Rohou:
The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems. Conf. Computing Frontiers 2016: 288-293
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Daniele Bortolotti, Andrea Bartolini, Luca Benini, V. Rajesh Pamula, Nick Van Helleputte, Chris Van Hoof, Marian Verhelst, Tobias Gemmeke, Rubén Braojos Lopez, Giovanni Ansaloni, David Atienza, Pierre Vandergheynst:
PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms. Conf. Computing Frontiers 2016: 309-314
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Ali Pahlevan, Javier Picorel, Arash Pourhabibi Zarandi, Davide Rossi, Marina Zapater, Andrea Bartolini, Pablo García Del Valle, David Atienza, Luca Benini, Babak Falsafi:
Towards near-threshold server processors. DATE 2016: 7-12
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová:
Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach. DATE 2016: 708-713
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Daniele Bortolotti, Bojan Milosevic, Andrea Bartolini, Elisabetta Farella, Luca Benini:
Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor. DATE 2016: 732-737
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Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano:
DARDIS: Distributed And Randomized DIspatching and Scheduling. ECAI 2016: 1598-1599
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Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing:
VarDroid: Online Variability Emulation in Android/Linux Platforms. ACM Great Lakes Symposium on VLSI 2016: 269-274
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Roberto Diversi, Andrea Bartolini, Francesco Beneventi, Luca Benini:
Thermal model identification of supercomputing nodes in production environment. IECON 2016: 4838-4844
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Francesco Casella, Andrea Bartolini, Simone Pasquini, Luca Bonuglia:
Object-oriented modelling and simulation of large-scale electrical power systems using Modelica: A first feasibility study. IECON 2016: 6298-6304
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Daniele Bortolotti, Simone Tinti, Piero Altoe, Andrea Bartolini:
User-space APIs for dynamic power management in many-core ARMv8 computing nodes. HPCS 2016: 675-681
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Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Cooling-aware node-level task allocation for next-generation green HPC systems. HPCS 2016: 690-696
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Antonio Libri, Andrea Bartolini, Michele Magno, Luca Benini:
Evaluation of synchronization protocols for fine-grain HPC sensor data time-stamping and collection. HPCS 2016: 818-825
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Predictive Modeling for Job Power Consumption in HPC Systems. ISC 2016: 181-199
2015
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MohammadSadegh Sadri, Andrea Bartolini, Luca Benini:
Temperature variation aware multi-scale delay, power and thermal analysis at RT and gate level. Integr. 49: 35-48 (2015)
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Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini:
Guaranteed Computational Resprinting via Model-Predictive Control. ACM Trans. Embed. Comput. Syst. 14(3): 48:1-48:26 (2015)
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Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano:
A CP Scheduler for High-Performance Computers. DC@AI*IA 2015: 37-42
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Beccari, Luca Benini, João M. P. Cardoso, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Erven Rohou, Nico Sanna, Katerina Slaninová:
ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems. CSE 2015: 343-346
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Andres Gomez, Christian Pinto, Andrea Bartolini, Davide Rossi, Luca Benini, Hamed Fatemi, José Pineda de Gyvez:
Reducing energy consumption in microcontroller-based platforms with low design margin co-processors. DATE 2015: 269-272
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Christian Conficoni, Andrea Bartolini, Andrea Tilli, Giampietro Tecchiolli, Luca Benini:
Energy-aware cooling for hot-water cooled supercomputers. DATE 2015: 1353-1358
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Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini:
An ultra-low power dual-mode ECG monitor for healthcare and wellness. DATE 2015: 1611-1616
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Aya Ibrahim, Pascal Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Luca Benini, Giovanni De Micheli:
Tackling the bottleneck of delay tables in 3D ultrasound imaging. DATE 2015: 1683-1688
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Andrea Borghesi, Christian Conficoni, Michele Lombardi, Andrea Bartolini:
MS3: A Mediterranean-stile job scheduler for supercomputers - do less when it's too hot! HPCS 2015: 88-95
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Daniele Bortolotti, Andrea Bartolini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Luca Benini:
Energy-Aware Bio-signal Compressed Sensing Reconstruction: FOCUSS on the WBSN-Gateway. MCSoC 2015: 120-126
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Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Long-Term ECG monitoring with zeroing Compressed Sensing approach. NORCAS 2015: 1-4
2014
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Andrea Bartolini, Can Hankendi, Ayse Kivilcim Coskun, Luca Benini:
Message Passing-Aware Power Management on Many-Core Systems. J. Low Power Electron. 10(4): 531-549 (2014)
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Daniele Bortolotti, Andrea Bartolini, Luca Benini:
An ultra-low power resilient multi-core architecture with static and dynamic tolerance to ambient temperature-induced variability. Microprocess. Microsystems 38(8): 776-787 (2014)
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Francesco Beneventi, Andrea Bartolini, Andrea Tilli, Luca Benini:
An Effective Gray-Box Identification Procedure for Multicore Thermal Modeling. IEEE Trans. Computers 63(5): 1097-1110 (2014)
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Roberto Diversi, Andrea Tilli, Andrea Bartolini, Francesco Beneventi, Luca Benini:
Bias-Compensated Least Squares Identification of Distributed Thermal Models for Many-Core Systems-on-Chip. IEEE Trans. Circuits Syst. I Regul. Pap. 61-I(9): 2663-2676 (2014)
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Pascal Alexander Hager, Pirmin Vogel, Andrea Bartolini, Luca Benini:
Assessing the area/power/performance tradeoffs for an integrated fully-digital, large-scale 3D-ultrasound beamformer. BioCAS 2014: 228-231
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Andrea Bartolini, Andrea Borghesi, Thomas Bridi, Michele Lombardi, Michela Milano:
Proactive Workload Dispatching on the EURORA Supercomputer. CP 2014: 765-780
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Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini:
Rakeness-based compressed sensing on ultra-low power multi-core biomedicai processors. DASIP 2014: 1-8
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Andrea Bartolini, Matteo Cacciari, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini:
Unveiling Eurora - Thermal and power characterization of the most energy-efficient supercomputer in the world. DATE 2014: 1-6
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Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Denis Dutoit, Luca Benini:
Thermal analysis and model identification techniques for a logic + WIDEIO stacked DRAM test chip. DATE 2014: 1-4
[c31]
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Daniele Bortolotti, Andrea Bartolini, Christian Weis, Davide Rossi, Luca Benini:
Hybrid memory architecture for voltage scaling in ultra-low power multi-core biomedical processors. DATE 2014: 1-6
[c30]
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Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
A Linux-governor based Dynamic Reliability Manager for android mobile devices. DATE 2014: 1-4
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Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing:
An On-line Reliability Emulation Framework. EUC 2014: 334-339
[c28]
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Pirmin Vogel, Andrea Bartolini, Luca Benini:
Efficient parallel beamforming for 3D ultrasound imaging. ACM Great Lakes Symposium on VLSI 2014: 175-180
[c27]
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Andrea Rudi, Andrea Bartolini, Andrea Lodi, Luca Benini:
Optimum: Thermal-aware task allocation for heterogeneous many-core devices. HPCS 2014: 82-87
[c26]
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Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
Dynamic variability management in mobile multicore processors under lifetime constraints. ICCD 2014: 448-455
[c25]
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Daniele Bortolotti, Hossein Mamaghanian, Andrea Bartolini, Maryam Ashouei, Jan Stuijt, David Atienza, Pierre Vandergheynst, Luca Benini:
Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor. ISLPED 2014: 45-50
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Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini:
Quantifying the impact of variability on the energy efficiency for a next-generation ultra-green supercomputer. ISLPED 2014: 295-298
2013
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Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini:
Thermal and Energy Management of High-Performance Multicores: Distributed and Self-Calibrating Model-Predictive Controller. IEEE Trans. Parallel Distributed Syst. 24(1): 170-183 (2013)
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Andrea Bartolini, Francesco Casella, Alberto Leva, Erika Calderara:
Object-oriented modelling for control synthesis and commissioning in power plants: A case study on flue gas path control. ACC 2013: 1882-1887
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Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini:
Identification of many-core systems-on-chip with input and output noises. CDC 2013: 6481-6488
[c21]
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Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
Workload and user experience-aware dynamic reliability management in multicore processors. DAC 2013: 2:1-2:6
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Roberto Diversi, Andrea Bartolini, Andrea Tilli, Francesco Beneventi, Luca Benini:
SCC thermal model identification via advanced bias-compensated least-squares. DATE 2013: 230-235
[c19]
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Daniele Bortolotti, Andrea Bartolini, Luca Benini:
An Ambient Temperature Variation Tolerance Scheme for an Ultra Low Power Shared-L1 Processor Cluster. DSD 2013: 625-632
[c18]
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Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini:
Errors-in-variables identification of thermal models for many-core computing systems. ECC 2013: 1908-1915
[c17]
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Daniele Bortolotti, Davide Rossi, Andrea Bartolini, Luca Benini:
A variation tolerant architecture for ultra low power multi-processor cluster. PATMOS 2013: 32-38
[c16]
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Francesco Beneventi, Andrea Bartolini, Luca Benini:
On-line thermal emulation: How to speed-up your thermal controller design. PATMOS 2013: 99-106
2012
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Andrea Bartolini, Francesco Casella, Alberto Leva, Luca Savoldelli:
Object-oriented simulation for primary reserve scheduling in a combined cycle power plant. CCA 2012: 764-769
[c14]
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Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching. AAAI 2012: 427-433
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Andrea Tilli, Emanuele Garone, Matteo Cacciari, Andrea Bartolini:
Thermal models characterization for reliable temperature capping and performance optimization in Multiprocessor Systems on Chip. ACC 2012: 4721-4726
[c12]
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Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini:
Don't burn your mobile!: safe computational re-sprinting via model predictive control. CODES+ISSS 2012: 373-382
[c11]
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Andrea Bartolini, MohammadSadegh Sadri, John-Nicholas Furst, Ayse Kivilcim Coskun, Luca Benini:
Quantifying the impact of frequency scaling on the energy efficiency of the single-chip cloud computer. DATE 2012: 181-186
2011
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Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Neuron Constraints to Model Complex Real-World Problems. CP 2011: 115-129
[c9]
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Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini:
A distributed and self-calibrating model-predictive controller for energy and thermal management of high-performance multicores. DATE 2011: 830-835
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Francesco Beneventi, Andrea Bartolini, Luca Benini:
Static Thermal Model Learning for High-Performance Multicore Servers. ICCCN 2011: 1-6
[c7]
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Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini:
SCC Thermal Sensor Characterization and Calibration. MARC Symposium 2011: 7-11
[c6]
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Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini:
A System Level Approach to Multi-core Thermal Sensors Calibration. PATMOS 2011: 22-31
2010
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Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini, Matthias Gries:
A virtual platform environment for exploring power, thermal and reliability management control strategies in high-performance multicores. ACM Great Lakes Symposium on VLSI 2010: 311-316

2000 – 2009

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2009
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Andrea Bartolini, Martino Ruggiero, Luca Benini:
Visual quality analysis for dynamic backlight scaling in LCD systems. DATE 2009: 1428-1433
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Andrea Bartolini, Martino Ruggiero, Luca Benini:
HVS-DBS: human visual system-aware dynamic luminance backlight scaling for video streaming applications. EMSOFT 2009: 21-28
2008
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Andrea Marongiu, Luca Benini, Andrea Acquaviva, Andrea Bartolini:
Analysis of Power Management Strategies for a Large-Scale SoC Platform in 65nm Technology. DSD 2008: 259-266
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Martino Ruggiero, Andrea Bartolini, Luca Benini:
DBS4video: dynamic luminance backlight scaling based on multi-histogram frame characterization for video streaming application. EMSOFT 2008: 109-118

1990 – 1999

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1998
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Alberto Leva, Andrea Bartolini, Claudio Maffezzoni:
A Process Simulation Environment Based on Visual Programming and Dynamic Decoupling. Simul. 71(3): 183-193 (1998)

Coauthor Index

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