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Andrea Bartolini
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2020 – today
- 2023
- [j40]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) - [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) - [c118]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 - [c117]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 - [c116]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 - [c115]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 - [c114]Martin Molan
, Junaid Ahmed Khan
, Andrea Borghesi
, Andrea Bartolini
:
Graph Neural Networks for Anomaly Anticipation in HPC Systems. ICPE (Companion) 2023: 239-244 - [c113]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] - [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) - [c112]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 - [c111]Giovanni Bambini, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini:
Modeling the Thermal and Power Control Subsystem in HPC Processors. CCTA 2022: 397-402 - [c110]Mohsen Seyedkazemi Ardebili
, Andrea Bartolini, Luca Benini:
Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach. CF 2022: 197-198 - [c109]Luca Zanatta
, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva:
Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance. CF 2022: 199-200 - [c108]Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini:
Semi-supervised anomaly detection on a Tier-0 HPC system. CF 2022: 203-204 - [c107]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 - [c106]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 - [c105]Martin Molan
, Andrea Borghesi
, Luca Benini
, Andrea Bartolini
:
Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection. Euro-Par Workshops 2022: 294-298 - [c104]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 - [c103]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 - [c102]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 - [c101]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) - [c100]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 - [c99]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 - [c98]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 - [c97]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 - [c96]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) - [c95]Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky
, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie E. Taylor, Sridutt Bhalachandra:
Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CLUSTER 2020: 473-483 - [c94]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 - [c93]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 E. 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) - [c92]Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection Using Autoencoders in High Performance Computing Systems. AAAI 2019: 9428-9433 - [c91]Andrea Borghesi
, Antonio Libri, Luca Benini
, Andrea Bartolini
:
Online Anomaly Detection in HPC Systems. AICAS 2019: 229-233 - [c90]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 - [c89]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 - [c88]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 - [c87]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 - [c86]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 - [c85]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 - [c84]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 - [c83]Lubomir Riha
, Ondrej Vysocky
, Andrea Bartolini:
Evaluation of DVFS and Uncore Frequency Tuning Under Power Capping on Intel Broadwell Architecture. PARCO 2019: 634-643 - [c82]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 - [c81]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 - [c80]Ondrej Vysocky
, Lubomir Riha
, Andrea Bartolini
:
Overview of Application Instrumentation for Performance Analysis and Tuning. PPAM (2) 2019: 159-168 - [c79]Daniele Cesarini
, Carlo Cavazzoni
, Andrea Bartolini
:
Evaluating the Advantage of Reactive MPI-aware Power Control Policies. PPAM (2) 2019: 181-190 - [i11]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]Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini:
Online Anomaly Detection in HPC Systems. CoRR abs/1902.08447 (2019) - [i9]Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini:
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. CoRR abs/1902.09400 (2019) - [i8]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
- [j23]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) - [j22]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]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) - [j20]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) - [c78]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 - [c77]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 - [c76]Tommaso Polonelli, Davide Brunelli
, Andrea Bartolini
, Luca Benini
:
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. ApplePies 2018: 169-177 - [c75]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 - [c74]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 - [c73]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 - [c72]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 - [c71]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 - [c70]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 - [c69]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 - [e2]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]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]Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini:
Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration. CoRR abs/1806.05135 (2018) - [i5]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]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]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]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]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
- [j19]Michele Lombardi
, Michela Milano, Andrea Bartolini
:
Empirical decision model learning. Artif. Intell. 244: 343-367 (2017) - [j18]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]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]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]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]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) - [j13]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) - [c68]Daniele Cesarini
, Andrea Bartolini
, Luca Benini
:
Benefits in Relaxing the Power Capping Constraint. ANDARE@PACT 2017: 3:1-3:6 - [c67]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 - [c66]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 - [c65]Francesco Casella, Alberto Leva, Andrea Bartolini:
Simulation of Large Grids in OpenModelica: reflections and perspectives. Modelica 2017: 132:023 - [c64]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 - [c63]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 - [c62]