Andrea Bartolini

235 papers A* 4A 28B 4C 20Misc 2Journal 90Unranked 82

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A transformer-based approach for source code classification for heterogeneous device mapping. Eng. Appl. Artif. Intell. Marco Siino, Emanuele Parisi, Francesco Barchi, Andrea Acquaviva, Andrea Bartolini
2026	J	`jnl`	An online algorithm for power consumption prediction of HPC workload. Future Gener. Comput. Syst. Francesco Antici, Andrea Borghesi, Zeynep Kiziltan, Jens Domke, Andrea Bartolini
2026	J	`jnl`	CVA6-CFI: A First Glance at RISC-V Control-Flow Integrity Extensions. CoRR Simone Manoni, Emanuele Parisi, Riccardo Tedeschi, Davide Rossi, Andrea Acquaviva, Andrea Bartolini
2026	A*	`conf`	Context-Aware Diffusion for Telemetry Time Series with Permutation-Stable Feature Modeling (Student Abstract). AAAI Giovanni B. Esposito, Daniele Cesarini, Andrea Bartolini
2026	J	`jnl`	EXASAGE: The first data center operational data analysis assistant. Future Gener. Comput. Syst. Junaid Ahmed Khan, Martin Molan, Andrea Bartolini
2026	J	`jnl`	Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System. Future Gener. Comput. Syst. Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2026	J	`jnl`	RoWD: Automated rogue workload detector for HPC security. Future Gener. Comput. Syst. Francesco Antici, Jens Domke, Andrea Bartolini, Zeynep Kiziltan, Satoshi Matsuoka
2026	B	`conf`	SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference. ICPE Hiari Pizzini Cavagna, Andrea Proia, Giacomo Madella, Giovanni Battista Esposito, Francesco Antici, Daniele Cesarini, Zeynep Kiziltan, Andrea Bartolini
2026	J	`jnl`	SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference. CoRR Hiari Pizzini Cavagna, Andrea Proia, Giacomo Madella, Giovanni B. Esposito, Francesco Antici, Daniele Cesarini, Zeynep Kiziltan, Andrea Bartolini
2025	A	`conf`	A Global Perspective on Supercomputer Power Provisioning: Case Studies from United States and Europe. ICS Tapasya Patki, Barry Rountree, Torsten Wilde, Andrea Bartolini, Stephanie Brink, Esa Heiskanen, Sachin Idgunji, Matthias Maiterth, James H. Rogers, Ermal Rrapaj, Ralf Schneider, Woong Shin, Kathleen Shoga, Christian Simmendinger, Nicholas J. Wright, Zhengji Zhao
2025	J	`jnl`	A Unified Ontology for Scalable Knowledge Graph-Driven Operational Data Analytics in High-Performance Computing Systems. CoRR Junaid Ahmed Khan, Andrea Bartolini
2025	J	`jnl`	ANZIL: Attention-based network for zero-risk inspection of LiDAR point cloud in self-driving cars. Expert Syst. Appl. Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva
2025	C	`conf`	Assessing Tenstorrent's RISC-V MatMul Acceleration Capabilities. ISC Hiari Pizzini Cavagna, Daniele Cesarini, Andrea Bartolini
2025	J	`jnl`	Assessing Tenstorrent's RISC-V MatMul Acceleration Capabilities. CoRR Hiari Pizzini Cavagna, Daniele Cesarini, Andrea Bartolini
2025	—	`conf`	Bio-Inspired Drone Control: A Reinforcement Learning-Trained Spiking Neural Networks for Agile Navigation in Dynamic Environment. COINS Yin-Ching Lee, Sebastiano Mengozzi, Luca Zanatta, Andrea Bartolini, Andrea Acquaviva, Francesco Barchi
2025	J	`jnl`	Co-designing a Programmable RISC-V Accelerator for MPC-based Energy and Thermal Management of Many-Core HPC Processors. CoRR Alessandro Ottaviano, Andrino Meli, Paul Scheffler, Giovanni Bambini, Robert Balas, Davide Rossi, Andrea Bartolini, Luca Benini
2025	J	`jnl`	ControlPULPlet: A Flexible Real-time Multicore RISC-V Controller for 2.5-D Systems-in-Package. IEEE Trans. Very Large Scale Integr. Syst. Alessandro Ottaviano, Robert Balas, Tim Fischer, Thomas Benz, Andrea Bartolini, Luca Benini
2025	J	`jnl`	Efficient Trace for RISC-V: Design, Evaluation, and Integration in CVA6. CoRR Umberto Laghi, Simone Manoni, Emanuele Parisi, Andrea Bartolini
2025	J	`jnl`	KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management. CoRR Mohsen Seyedkazemi Ardebili, Andrea Bartolini
2025	—	`conf`	Learning anomalies from graph: predicting compute node failures on HPC clusters. NLDL Joze M. Rozanec, Roy Krumpak, Martin Molan, Andrea Bartolini
2025	J	`jnl`	Monte Cimone v2: Down the Road of RISC-V High-Performance Computers. CoRR Emanuele Venieri, Simone Manoni, Giacomo Madella, Federico Ficarelli, Daniele Gregori, Daniele Cesarini, Luca Benini, Andrea Bartolini
2025	C	`conf`	Monte Cimone v2: HPC RISC-V Cluster Evaluation and Optimization. ISC Emanuele Venieri, Simone Manoni, Gabriele Ceccolini, Giacomo Madella, Federico Ficarelli, Daniele Gregori, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2025	J	`jnl`	Physics-Informed Neural Networks for Nonlinear Output Regulation. CoRR Sebastiano Mengozzi, Giovanni B. Esposito, Michelangelo Bin, Andrea Acquaviva, Andrea Bartolini, Lorenzo Marconi
2025	A	`conf`	SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions. DATE Simone Manoni, Paul Scheffler, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2025	J	`jnl`	SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions. CoRR Simone Manoni, Paul Scheffler, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2025	J	`jnl`	Towards Operational Data Analytics Chatbots - Virtual Knowledge Graph is All You Need. CoRR Junaid Ahmed Khan, Hiari Pizzini Cavagna, Andrea Proia, Andrea Bartolini
2025	C	`conf`	Towards RISC-V-based HPC: The Italian Pathfinding Activities in the DARE-SGA1 Project. DSD Giovanni Agosta, Marco Aldinucci, Andrea Bartolini, Laura Bellentani, Andrea Biagioni, Daniele Cesarini, Carlotta Chiarini, Iacopo Colonnelli, Pietro Delugas, Lev Denisov, Ottorino Frezza, Marco Grangetto, Francesca Lo Cicero, Alessandro Lonardo, Michele Martinelli, Andrea Maslov, Mauro Olivieri, Pierpaolo Perticaroli, Luca Pontisso, Cristian Rossi, Davide Rossi, Sergio Saponara, Antonio Sciarappa, Francesco Simula, Matteo Sonza Reorda, Massimo Torquati, Piero Vicini
2025	J	`jnl`	Unleashing OpenTitan's Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading. ACM Trans. Embed. Comput. Syst. Maicol Ciani, Emanuele Parisi, Alberto Musa, Francesco Barchi, Andrea Bartolini, Ari Kulmala, Rafail Psiakis, Angelo Garofalo, Andrea Acquaviva, Davide Rossi
2024	—	`conf`	Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips. CF Emanuele Parisi, Alberto Musa, Maicol Ciani, Francesco Barchi, Davide Rossi, Andrea Bartolini, Andrea Acquaviva
2024	J	`jnl`	Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips. CoRR Emanuele Parisi, Alberto Musa, Maicol Ciani, Francesco Barchi, Davide Rossi, Andrea Bartolini, Andrea Acquaviva
2024	—	`conf`	AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks. ICPE (Companion) Grafika Jati, Martin Molan, Junaid Ahmed Khan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva
2024	J	`jnl`	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. Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini
2024	J	`jnl`	ControlPULPlet: A Flexible Real-time Multi-core RISC-V Controller for 2.5D Systems-in-package. CoRR Alessandro Ottaviano, Robert Balas, Tim Fischer, Thomas Benz, Andrea Bartolini, Luca Benini
2024	J	`jnl`	Energy efficient and low-latency spiking neural networks on embedded microcontrollers through spiking activity tuning. Neural Comput. Appl. Francesco Barchi, Emanuele Parisi, Luca Zanatta, Andrea Bartolini, Andrea Acquaviva
2024	—	`conf`	ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC. ICPE (Companion) Junaid Ahmed Khan, Martin Molan, Matteo Angelinelli, Andrea Bartolini
2024	—	`conf`	Exploring the Utility of Graph Methods in HPC Thermal Modeling. ICPE (Companion) Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini
2024	J	`jnl`	GRAAFE: GRaph Anomaly Anticipation Framework for Exascale HPC systems. Future Gener. Comput. Syst. Martin Molan, Mohsen Seyedkazemi Ardebili, Junaid Ahmed Khan, Francesco Beneventi, Daniele Cesarini, Andrea Borghesi, Andrea Bartolini
2024	J	`jnl`	HazardNet: A thermal hazard prediction framework for datacenters. Future Gener. Comput. Syst. Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2024	A	`conf`	MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs. SC Francesco Antici, Andrea Bartolini, Zeynep Kiziltan, Özalp Babaoglu, Yuetsu Kodama
2024	J	`jnl`	Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms. CoRR Giovanni Bambini, Alessandro Ottaviano, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini
2024	—	`conf`	NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores. CF (Companion) Simone Manoni, Paul Scheffler, Alfio Di Mauro, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2024	—	`conf`	Predicting Compute Node Unavailability in HPC: A Graph-Based Machine Learning Approach. SC Workshops Roy Krumpak, Joze M. Rozanec, Martin Molan, Matteo Angelinelli, Andrea Bartolini
2024	—	`conf`	TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle. CF Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024	A	`conf`	TitanCFI: Toward Enforcing Control-Flow Integrity in the Root -of- Trust. DATE Emanuele Parisi, Alberto Musa, Simone Manoni, Maicol Ciani, Davide Rossi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024	J	`jnl`	TitanCFI: Toward Enforcing Control-Flow Integrity in the Root-of-Trust. CoRR Emanuele Parisi, Alberto Musa, Simone Manoni, Maicol Ciani, Davide Rossi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024	B	`conf`	TitanSSL: Towards Accelerating OpenSSL in a Full RISC-V Architecture Using OpenTitan Root-of-Trust. SAFECOMP Alberto Musa, Franco Volante, Emanuele Parisi, Luca Barbierato, Edoardo Patti, Andrea Bartolini, Andrea Acquaviva, Francesco Barchi
2024	—	`conf`	Towards Nano-Drones Agile Flight Using Deep Reinforcement Learning. COINS Sebastiano Mengozzi, Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2024	J	`jnl`	Unleashing OpenTitan's Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading. CoRR Maicol Ciani, Emanuele Parisi, Alberto Musa, Francesco Barchi, Andrea Bartolini, Ari Kulmala, Rafail Psiakis, Angelo Garofalo, Andrea Acquaviva, Davide Rossi
2023	J	`jnl`	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 Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini
2023	—	`conf`	DECICE: Device-Edge-Cloud Intelligent Collaboration Framework. CF 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
2023	J	`jnl`	DECICE: Device-Edge-Cloud Intelligent Collaboration Framework. CoRR 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
2023	J	`jnl`	Design of an energy aware petaflops class high performance cluster based on power architecture. CoRR 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
2023	J	`jnl`	Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator. Neurocomputing Luca Zanatta, Alfio Di Mauro, Francesco Barchi, Andrea Bartolini, Luca Benini, Andrea Acquaviva
2023	J	`jnl`	ExaMon-X: A Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems. IEEE Internet Things J. Andrea Borghesi, Alessio Burrello, Andrea Bartolini
2023	J	`jnl`	Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning. CoRR 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
2023	—	`conf`	Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning. CF 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
2023	—	`conf`	Graph Neural Networks for Anomaly Anticipation in HPC Systems. ICPE (Companion) Martin Molan, Junaid Ahmed Khan, Andrea Borghesi, Andrea Bartolini
2023	—	`conf`	Graph-Optimizer: Towards Predictable Large-Scale Graph Processing Workloads. ICPE (Companion) Ana Lucia Varbanescu, Andrea Bartolini
2023	—	`conf`	PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System. SC Workshops Francesco Antici, Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Zeynep Kiziltan
2023	—	`ed.`	Proceedings of the 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy, May 9-11, 2023 CF Andrea Bartolini, Kristian F. D. Rietveld, Catherine D. Schuman, Jose Moreira
2023	—	`conf`	RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project. SAMOS 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
2023	J	`jnl`	RUAD: Unsupervised anomaly detection in HPC systems. Future Gener. Comput. Syst. Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini
2023	—	`conf`	RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor (Invited Paper). PARMA-DITAM Francesco Barchi, Giacomo Pasini, Emanuele Parisi, Giuseppe Tagliavini, Andrea Bartolini, Andrea Acquaviva
2023	B	`conf`	The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin. COMPSAC 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
2022	—	`conf`	Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models. Euro-Par Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini
2022	J	`jnl`	Anomaly Detection and Anticipation in High Performance Computing Systems. IEEE Trans. Parallel Distributed Syst. Andrea Borghesi, Martin Molan, Michela Milano, Andrea Bartolini
2022	—	`conf`	Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance. CF Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2022	—	`ed.`	CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022 CF Luca Sterpone, Andrea Bartolini, Anastasiia Butko
2022	—	`conf`	ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration. SAMOS Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Corrado Bonfanti, Simone Benatti, Davide Rossi, Luca Benini, Andrea Bartolini
2022	—	`conf`	Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection. Euro-Par Workshops Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini
2022	J	`jnl`	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. Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
2022	—	`conf`	Meet Monte Cimone: exploring RISC-V high performance compute clusters. CF Federico Ficarelli, Andrea Bartolini, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini
2022	—	`conf`	Modeling the Thermal and Power Control Subsystem in HPC Processors. CCTA Giovanni Bambini, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini
2022	—	`conf`	Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. SOCC Andrea Bartolini, Federico Ficarelli, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini
2022	J	`jnl`	Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. CoRR Andrea Bartolini, Federico Ficarelli, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini
2022	—	`conf`	Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach. CF Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Luca Benini
2022	J	`jnl`	RUAD: unsupervised anomaly detection in HPC systems. CoRR Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini
2022	—	`conf`	Rule-Based Thermal Anomaly Detection for Tier-0 HPC Systems. ISC Workshops Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Andrea Acquaviva, Luca Benini
2022	—	`conf`	Semi-supervised anomaly detection on a Tier-0 HPC system. CF Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini
2022	C	`conf`	Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications. ADBIS Nicola Elia, Francesco Barchi, Emanuele Parisi, Livio Pompianu, Salvatore Carta, Andrea Bartolini, Andrea Acquaviva
2022	—	`conf`	Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring. MetroInd4.0& IoT Emanuele Parisi, Amirhossein Moallemi, Francesco Barchi, Andrea Bartolini, Davide Brunelli, Nicola Buratti, Andrea Acquaviva
2021	—	`conf`	An Explainable Model for Fault Detection in HPC Systems. ISC Workshops Martin Molan, Andrea Borghesi, Francesco Beneventi, Massimiliano Guarrasi, Andrea Bartolini
2021	J	`jnl`	Application instrumentation for performance analysis and tuning with focus on energy efficiency. Concurr. Comput. Pract. Exp. Ondrej Vysocky, Lubomír Ríha, Andrea Bartolini
2021	J	`jnl`	COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications. IEEE Trans. Computers Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
2021	—	`conf`	Damage Detection in Structural Health Monitoring with Spiking Neural Networks. MetroInd4.0&IoT Luca Zanatta, Francesco Barchi, Alessio Burrello, Andrea Bartolini, Davide Brunelli, Andrea Acquaviva
2021	J	`jnl`	DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended). Clust. Comput. Antonio Libri, Andrea Bartolini, Luca Benini
2021	J	`jnl`	HPC Cooling: A Flexible Modeling Tool for Effective Design and Management. IEEE Trans. Sustain. Comput. Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini
2021	A	`conf`	Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks. DATE Mohsen Seyedkazemi Ardebili, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini
2021	A	`conf`	Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers. DATE Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva
2021	J	`jnl`	Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring. Future Internet Francesco Barchi, Luca Zanatta, Emanuele Parisi, Alessio Burrello, Davide Brunelli, Andrea Bartolini, Andrea Acquaviva
2021	—	`conf`	The Italian research on HPC key technologies across EuroHPC. CF 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
2020	J	`jnl`	A Machine Learning Approach to Online Fault Classification in HPC Systems. CoRR Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
2020	J	`jnl`	A machine learning approach to online fault classification in HPC systems. Future Gener. Comput. Syst. Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
2020	C	`conf`	An Open-Source Scalable Thermal and Power Controller for HPC Processors. ICCD Giovanni Bambini, Robert Balas, Christian Conficoni, Andrea Tilli, Luca Benini, Simone Benatti, Andrea Bartolini
2020	J	`jnl`	Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications. IEEE Trans. Parallel Distributed Syst. Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini
2020	—	`conf`	Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks. Euro-Par Workshops Alessio Burrello, Daniele Jahier Pagliari, Andrea Bartolini, Luca Benini, Enrico Macii, Massimo Poncino
2020	J	`jnl`	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. Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
2020	J	`jnl`	Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers. CoRR Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Giuseppe Tagliavini, Andrea Acquaviva
2020	J	`jnl`	Thermal Model Identification of Computing Nodes in High-Performance Computing Systems. IEEE Trans. Ind. Electron. Roberto Diversi, Andrea Bartolini, Luca Benini
2020	C	`conf`	Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CLUSTER Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie Taylor, Sridutt Bhalachandra
2020	J	`jnl`	Toward an End-to-End Auto-tuning Framework in HPC PowerStack. CoRR Xingfu Wu, Aniruddha Marathe, Siddhartha Jana, Ondrej Vysocky, Jophin John, Andrea Bartolini, Lubomir Riha, Michael Gerndt, Valerie Taylor, Sridutt Bhalachandra
2020	J	`jnl`	pAElla: Edge AI-Based Real-Time Malware Detection in Data Centers. IEEE Internet Things J. Antonio Libri, Andrea Bartolini, Luca Benini
2020	J	`jnl`	pAElla: Edge-AI based Real-Time Malware Detection in Data Centers. CoRR Antonio Libri, Andrea Bartolini, Luca Benini
2019	J	`jnl`	A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. CoRR Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini
2019	C	`conf`	A Matheuristic Approach for Resource Scheduling and Design of a Multi-energy System. ICORES Andrea Bartolini, Gabriele Comodi, Fabrizio Marinelli, Andrea Pizzuti, Roberto Rosetti
2019	—	`conf`	A Matheuristic for the Design and Management of Multi-energy Systems. ICORES (Selected Papers) Andrea Bartolini, Gabriele Comodi, Fabrizio Marinelli, Andrea Pizzuti, Roberto Rosetti
2019	—	`conf`	A PULP-based Parallel Power Controller for Future Exascale Systems. ICECS Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini
2019	J	`jnl`	A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems. Eng. Appl. Artif. Intell. Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019	A*	`conf`	Anomaly Detection Using Autoencoders in High Performance Computing Systems. AAAI Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019	—	`conf`	Anomaly Detection using Autoencoders in High Performance Computing Systems. DDC@AI*IA Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019	J	`jnl`	COUNTDOWN Slack: a Run-time Library to Reduce Energy Footprint in Large-scale MPI Applications. CoRR Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini
2019	—	`conf`	Evaluating the Advantage of Reactive MPI-aware Power Control Policies. PPAM (2) Daniele Cesarini, Carlo Cavazzoni, Andrea Bartolini
2019	—	`conf`	Evaluation of DVFS and Uncore Frequency Tuning Under Power Capping on Intel Broadwell Architecture. PARCO Lubomir Riha, Ondrej Vysocky, Andrea Bartolini
2019	—	`conf`	Online Anomaly Detection in HPC Systems. AICAS Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini
2019	J	`jnl`	Online Anomaly Detection in HPC Systems. CoRR Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini
2019	—	`conf`	Online Fault Classification in HPC Systems Through Machine Learning. Euro-Par Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
2019	—	`conf`	Overview of Application Instrumentation for Performance Analysis and Tuning. PPAM (2) Ondrej Vysocky, Lubomir Riha, Andrea Bartolini
2019	—	`conf`	Paving the Way Toward Energy-Aware and Automated Datacentre. ICPP Workshops Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, Carlo Cavazzoni
2019	—	`conf`	Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni
2019	J	`jnl`	Pricing schemes for energy-efficient HPC systems: Design and exploration. Int. J. High Perform. Comput. Appl. Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini
2019	C	`conf`	Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach. PDP 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
2019	J	`jnl`	The ANTAREX Domain Specific Language for High Performance Computing. CoRR 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
2019	J	`jnl`	The ANTAREX domain specific language for high performance computing. Microprocess. Microsystems 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
2019	—	`conf`	Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions. HPCSE Mohsen Seyedkazemi Ardebili, Carlo Cavazzoni, Luca Benini, Andrea Bartolini
2019	—	`conf`	Towards Pan-European Power Grid Modelling in Modelica: Design Principles and a Prototype for a Reference Power System Library. Modelica Andrea Bartolini, Francesco Casella, Adrien Guironnet
2018	—	`conf`	A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. ApplePies Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini
2018	—	`conf`	A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production. HPCS Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini
2018	C	`conf`	ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing. DSD 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
2018	J	`jnl`	Anomaly Detection using Autoencoders in High Performance Computing Systems. CoRR Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2018	—	`conf`	Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF 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
2018	J	`jnl`	COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives. CoRR Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
2018	—	`conf`	COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives. ANDARE@PACT Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
2018	J	`jnl`	Dwarf in a Giant: Enabling Scalable, High-Resolution HPC Energy Monitoring for Real-Time Profiling and Analytics. CoRR Antonio Libri, Andrea Bartolini, Luca Benini
2018	—	`conf`	Energy and Power Aware Job Scheduling and Resource Management: Global Survey - Initial Analysis. IPDPS Workshops Matthias Maiterth, Gregory A. Koenig, Kevin T. Pedretti, Siddhartha Jana, Natalie J. Bates, Andrea Borghesi, Dave Montoya, Andrea Bartolini, Milos Puzovic
2018	A	`conf`	Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not? DATE Ali Pahlevan, Yasir Mahmood Qureshi, Marina Zapater, Andrea Bartolini, Davide Rossi, Luca Benini, David Atienza
2018	J	`jnl`	Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway. IEEE Trans. Emerg. Top. Comput. Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
2018	—	`conf`	Evaluation of NTP/PTP fine-grain synchronization performance in HPC clusters. ANDARE@PACT Antonio Libri, Andrea Bartolini, Daniele Cesarini, Luca Benini
2018	—	`conf`	FINJ: A Fault Injection Tool for HPC Systems. Euro-Par Workshops Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
2018	J	`jnl`	FINJ: A Fault Injection Tool for HPC Systems. CoRR Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
2018	J	`jnl`	Online Fault Classification in HPC Systems through Machine Learning. CoRR Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
2018	J	`jnl`	Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration. CoRR Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini
2018	—	`ed.`	Proceedings of the 2nd Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, ANDARE@PACT 2018, Limassol, Cyprus, November 4, 2018 ANDARE@PACT Andrea Bartolini, João M. P. Cardoso, Cristina Silvano
2018	J	`jnl`	Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer. IEEE Trans. Parallel Distributed Syst. Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
2018	J	`jnl`	Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection. CoRR Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini
2018	J	`jnl`	Scheduling-based power capping in high performance computing systems. Sustain. Comput. Informatics Syst. Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2018	J	`jnl`	Self-Aware Thermal Management for High-Performance Computing Processors. IEEE Des. Test Andrea Bartolini, Roberto Diversi, Daniele Cesarini, Francesco Beneventi
2018	—	`conf`	The D.A.V.I.D.E. big-data-powered fine-grain power and performance monitoring support. CF Andrea Bartolini, Andrea Borghesi, Antonio Libri, Francesco Beneventi, Daniele Gregori, Simone Tinti, Cosimo Gianfreda, Piero Altoe
2017	J	`jnl`	A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing. IEEE Trans. Computers Rubén Braojos, Daniele Bortolotti, Andrea Bartolini, Giovanni Ansaloni, Luca Benini, David Atienza
2017	—	`conf`	Benefits in Relaxing the Power Capping Constraint. ANDARE@PACT Daniele Cesarini, Andrea Bartolini, Luca Benini
2017	A	`conf`	Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools. DATE Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
2017	—	`conf`	Design of an Energy Aware Petaflops Class High Performance Cluster Based on Power Architecture. IPDPS Workshops 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
2017	J	`jnl`	Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging. IEEE Trans. Biomed. Circuits Syst. Aya Ibrahim, Pascal A. Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Luca Benini, Giovanni De Micheli
2017	J	`jnl`	Empirical decision model learning. Artif. Intell. Michele Lombardi, Michela Milano, Andrea Bartolini
2017	J	`jnl`	Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals. IEEE Trans. Biomed. Circuits Syst. Fabio Pareschi, Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti
2017	—	`conf`	Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node. PARCO Daniele Cesarini, Andrea Bartolini, Luca Benini
2017	J	`jnl`	Increasing the energy efficiency of microcontroller platforms with low-design margin co-processors. Microprocess. Microsystems Andres Gomez, Andrea Bartolini, Davide Rossi, Baris Can Kara, Hamed Fatemi, José Pineda de Gyvez, Luca Benini
2017	—	`conf`	Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes. VLSI-SoC (Selected Papers) Daniele Cesarini, Andrea Bartolini, Luca Benini
2017	C	`conf`	Prediction horizon vs. efficiency of optimal dynamic thermal control policies in HPC nodes. VLSI-SoC Daniele Cesarini, Andrea Bartolini, Luca Benini
2017	—	`ed.`	Proceedings of the 1st Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, ANDARE@PACT 2017, Portland, OR, USA, September 9, 2017 ANDARE@PACT Andrea Bartolini, João M. P. Cardoso, Cristina Silvano
2017	—	`conf`	Simulation of Large Grids in OpenModelica: reflections and perspectives. Modelica Francesco Casella, Alberto Leva, Andrea Bartolini
2017	—	`conf`	The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems. SAMOS 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
2017	J	`jnl`	WARM: Workload-Aware Reliability Management in Linux/Android. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
2017	J	`jnl`	Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks. Microprocess. Microsystems Mauro Mangia, Daniele Bortolotti, Fabio Pareschi, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti
2016	J	`jnl`	A Constraint Programming Scheduler for Heterogeneous High-Performance Computing Machines. IEEE Trans. Parallel Distributed Syst. Thomas Bridi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2016	—	`conf`	Application of compressed sensing to ECG signals: Decoder-side benefits of the rakeness approach. BioCAS Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti
2016	A	`conf`	Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach. DATE 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
2016	—	`conf`	Cooling-aware node-level task allocation for next-generation green HPC systems. HPCS Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
2016	—	`conf`	DARDIS: Distributed And Randomized DIspatching and Scheduling. AI*IA Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2016	A	`conf`	DARDIS: Distributed And Randomized DIspatching and Scheduling. ECAI Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2016	J	`jnl`	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. Pascal A. Hager, Andrea Bartolini, Luca Benini
2016	—	`conf`	Evaluation of synchronization protocols for fine-grain HPC sensor data time-stamping and collection. HPCS Antonio Libri, Andrea Bartolini, Michele Magno, Luca Benini
2016	J	`jnl`	Integrated Energy-Aware Management of Supercomputer Hybrid Cooling Systems. IEEE Trans. Ind. Informatics Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini
2016	C	`conf`	Object-oriented modelling and simulation of large-scale electrical power systems using Modelica: A first feasibility study. IECON Francesco Casella, Andrea Bartolini, Simone Pasquini, Luca Bonuglia
2016	—	`conf`	PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms. Conf. Computing Frontiers 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
2016	C	`conf`	Predictive Modeling for Job Power Consumption in HPC Systems. ISC Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2016	A	`conf`	Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor. DATE Daniele Bortolotti, Bojan Milosevic, Andrea Bartolini, Elisabetta Farella, Luca Benini
2016	—	`conf`	The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems. Conf. Computing Frontiers 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
2016	J	`jnl`	Thermal Analysis and Interpolation Techniques for a Logic + WideIO Stacked DRAM Test Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Luca Benini
2016	C	`conf`	Thermal model identification of supercomputing nodes in production environment. IECON Roberto Diversi, Andrea Bartolini, Francesco Beneventi, Luca Benini
2016	A	`conf`	Towards near-threshold server processors. DATE Ali Pahlevan, Javier Picorel, Arash Pourhabibi Zarandi, Davide Rossi, Marina Zapater, Andrea Bartolini, Pablo García Del Valle, David Atienza, Luca Benini, Babak Falsafi
2016	—	`conf`	User-space APIs for dynamic power management in many-core ARMv8 computing nodes. HPCS Daniele Bortolotti, Simone Tinti, Piero Altoe, Andrea Bartolini
2016	—	`conf`	VarDroid: Online Variability Emulation in Android/Linux Platforms. ACM Great Lakes Symposium on VLSI Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing
2015	—	`conf`	A CP Scheduler for High-Performance Computers. DC@AI*IA Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2015	—	`conf`	ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems. CSE 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
2015	A	`conf`	An ultra-low power dual-mode ECG monitor for healthcare and wellness. DATE Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
2015	—	`conf`	Energy-Aware Bio-signal Compressed Sensing Reconstruction: FOCUSS on the WBSN-Gateway. MCSoC Daniele Bortolotti, Andrea Bartolini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Luca Benini
2015	A	`conf`	Energy-aware cooling for hot-water cooled supercomputers. DATE Christian Conficoni, Andrea Bartolini, Andrea Tilli, Giampietro Tecchiolli, Luca Benini
2015	J	`jnl`	Guaranteed Computational Resprinting via Model-Predictive Control. ACM Trans. Embed. Comput. Syst. Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini
2015	—	`conf`	Long-Term ECG monitoring with zeroing Compressed Sensing approach. NORCAS Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti
2015	—	`conf`	MS3: A Mediterranean-stile job scheduler for supercomputers - do less when it's too hot! HPCS Andrea Borghesi, Christian Conficoni, Michele Lombardi, Andrea Bartolini
2015	A	`conf`	Reducing energy consumption in microcontroller-based platforms with low design margin co-processors. DATE Andres Gomez, Christian Pinto, Andrea Bartolini, Davide Rossi, Luca Benini, Hamed Fatemi, José Pineda de Gyvez
2015	A	`conf`	Tackling the bottleneck of delay tables in 3D ultrasound imaging. DATE Aya Ibrahim, Pascal Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Luca Benini, Giovanni De Micheli
2015	J	`jnl`	Temperature variation aware multi-scale delay, power and thermal analysis at RT and gate level. Integr. MohammadSadegh Sadri, Andrea Bartolini, Luca Benini
2014	A	`conf`	A Linux-governor based Dynamic Reliability Manager for android mobile devices. DATE Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini
2014	J	`jnl`	An Effective Gray-Box Identification Procedure for Multicore Thermal Modeling. IEEE Trans. Computers Francesco Beneventi, Andrea Bartolini, Andrea Tilli, Luca Benini
2014	C	`conf`	An On-line Reliability Emulation Framework. EUC Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing
2014	J	`jnl`	An ultra-low power resilient multi-core architecture with static and dynamic tolerance to ambient temperature-induced variability. Microprocess. Microsystems Daniele Bortolotti, Andrea Bartolini, Luca Benini
2014	A	`conf`	Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor. ISLPED Daniele Bortolotti, Hossein Mamaghanian, Andrea Bartolini, Maryam Ashouei, Jan Stuijt, David Atienza, Pierre Vandergheynst, Luca Benini
2014	—	`conf`	Assessing the area/power/performance tradeoffs for an integrated fully-digital, large-scale 3D-ultrasound beamformer. BioCAS Pascal Alexander Hager, Pirmin Vogel, Andrea Bartolini, Luca Benini
2014	J	`jnl`	Bias-Compensated Least Squares Identification of Distributed Thermal Models for Many-Core Systems-on-Chip. IEEE Trans. Circuits Syst. I Regul. Pap. Roberto Diversi, Andrea Tilli, Andrea Bartolini, Francesco Beneventi, Luca Benini
2014	C	`conf`	Dynamic variability management in mobile multicore processors under lifetime constraints. ICCD Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing
2014	—	`conf`	Efficient parallel beamforming for 3D ultrasound imaging. ACM Great Lakes Symposium on VLSI Pirmin Vogel, Andrea Bartolini, Luca Benini
2014	A	`conf`	Hybrid memory architecture for voltage scaling in ultra-low power multi-core biomedical processors. DATE Daniele Bortolotti, Andrea Bartolini, Christian Weis, Davide Rossi, Luca Benini
2014	J	`jnl`	Message Passing-Aware Power Management on Many-Core Systems. J. Low Power Electron. Andrea Bartolini, Can Hankendi, Ayse Kivilcim Coskun, Luca Benini
2014	—	`conf`	Optimum: Thermal-aware task allocation for heterogeneous many-core devices. HPCS Andrea Rudi, Andrea Bartolini, Andrea Lodi, Luca Benini
2014	A	`conf`	Proactive Workload Dispatching on the EURORA Supercomputer. CP Andrea Bartolini, Andrea Borghesi, Thomas Bridi, Michele Lombardi, Michela Milano
2014	A	`conf`	Quantifying the impact of variability on the energy efficiency for a next-generation ultra-green supercomputer. ISLPED Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini
2014	—	`conf`	Rakeness-based compressed sensing on ultra-low power multi-core biomedicai processors. DASIP Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini
2014	A	`conf`	Thermal analysis and model identification techniques for a logic + WIDEIO stacked DRAM test chip. DATE Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Denis Dutoit, Luca Benini
2014	A	`conf`	Unveiling Eurora - Thermal and power characterization of the most energy-efficient supercomputer in the world. DATE Andrea Bartolini, Matteo Cacciari, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini
2013	—	`conf`	A variation tolerant architecture for ultra low power multi-processor cluster. PATMOS Daniele Bortolotti, Davide Rossi, Andrea Bartolini, Luca Benini
2013	C	`conf`	An Ambient Temperature Variation Tolerance Scheme for an Ultra Low Power Shared-L1 Processor Cluster. DSD Daniele Bortolotti, Andrea Bartolini, Luca Benini
2013	—	`conf`	Errors-in-variables identification of thermal models for many-core computing systems. ECC Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini
2013	—	`conf`	Identification of many-core systems-on-chip with input and output noises. CDC Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini
2013	C	`conf`	Object-oriented modelling for control synthesis and commissioning in power plants: A case study on flue gas path control. ACC Andrea Bartolini, Francesco Casella, Alberto Leva, Erika Calderara
2013	—	`conf`	On-line thermal emulation: How to speed-up your thermal controller design. PATMOS Francesco Beneventi, Andrea Bartolini, Luca Benini
2013	A	`conf`	SCC thermal model identification via advanced bias-compensated least-squares. DATE Roberto Diversi, Andrea Bartolini, Andrea Tilli, Francesco Beneventi, Luca Benini
2013	J	`jnl`	Thermal and Energy Management of High-Performance Multicores: Distributed and Self-Calibrating Model-Predictive Controller. IEEE Trans. Parallel Distributed Syst. Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini
2013	A*	`conf`	Workload and user experience-aware dynamic reliability management in multicore processors. DAC Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini
2012	Misc	`conf`	Don't burn your mobile!: safe computational re-sprinting via model predictive control. CODES+ISSS Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini
2012	C	`conf`	Object-oriented simulation for primary reserve scheduling in a combined cycle power plant. CCA Andrea Bartolini, Francesco Casella, Alberto Leva, Luca Savoldelli
2012	A*	`conf`	Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching. AAAI Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2012	A	`conf`	Quantifying the impact of frequency scaling on the energy efficiency of the single-chip cloud computer. DATE Andrea Bartolini, MohammadSadegh Sadri, John-Nicholas Furst, Ayse Kivilcim Coskun, Luca Benini
2012	C	`conf`	Thermal models characterization for reliable temperature capping and performance optimization in Multiprocessor Systems on Chip. ACC Andrea Tilli, Emanuele Garone, Matteo Cacciari, Andrea Bartolini
2011	—	`conf`	A System Level Approach to Multi-core Thermal Sensors Calibration. PATMOS Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini
2011	A	`conf`	A distributed and self-calibrating model-predictive controller for energy and thermal management of high-performance multicores. DATE Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini
2011	—	`—`	Dynamic power management: from portable devices to high performance computing. Andrea Bartolini
2011	A	`conf`	Neuron Constraints to Model Complex Real-World Problems. CP Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2011	—	`conf`	SCC Thermal Sensor Characterization and Calibration. MARC Symposium Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini
2011	B	`conf`	Static Thermal Model Learning for High-Performance Multicore Servers. ICCCN Francesco Beneventi, Andrea Bartolini, Luca Benini
2010	—	`conf`	A virtual platform environment for exploring power, thermal and reliability management control strategies in high-performance multicores. ACM Great Lakes Symposium on VLSI Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini, Matthias Gries
2009	A	`conf`	Visual quality analysis for dynamic backlight scaling in LCD systems. DATE Andrea Bartolini, Martino Ruggiero, Luca Benini
2008	C	`conf`	Analysis of Power Management Strategies for a Large-Scale SoC Platform in 65nm Technology. DSD Andrea Marongiu, Luca Benini, Andrea Acquaviva, Andrea Bartolini
2008	Misc	`conf`	DBS4video: dynamic luminance backlight scaling based on multi-histogram frame characterization for video streaming application. EMSOFT Martino Ruggiero, Andrea Bartolini, Luca Benini
1998	J	`jnl`	A Process Simulation Environment Based on Visual Programming and Dynamic Decoupling. Simul. Alberto Leva, Andrea Bartolini, Claudio Maffezzoni