Andrea Bartolini

Future Gener. Comput. Syst., 2024

HazardNet: A thermal hazard prediction framework for datacenters.

[BibT_eX]

[DOI]

Andrea Acquaviva

Future Gener. Comput. Syst., 2024

ControlPULPlet: A Flexible Real-time Multi-core RISC-V Controller for 2.5D Systems-in-package.

[BibT_eX]

[DOI]

CoRR, 2024

Unleashing OpenTitan's Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading.

[BibT_eX]

[DOI]

CoRR, 2024

Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms.

[BibT_eX]

[DOI]

CoRR, 2024

ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Exploring the Utility of Graph Methods in HPC Thermal Modeling.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2024

TitanSSL: Towards Accelerating OpenSSL in a Full RISC-V Architecture Using OpenTitan Root-of-Trust.

[BibT_eX]

[DOI]

Proceedings of the Computer Safety, Reliability, and Security, 2024

TitanCFI: Toward Enforcing Control-Flow Integrity in the Root -of- Trust.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Towards Nano-Drones Agile Flight Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator.

[BibT_eX]

[DOI]

Neurocomputing, December, 2023

PM100: A Job Power Consumption Dataset of a Large-Scale HPC System.

[BibT_eX]

[DOI]

Dataset, November, 2023

Dataset of the HazardNet: A Thermal Hazard Prediction Framework for Datacenters.

[BibT_eX]

[DOI]

Andrea Acquaviva

Dataset, October, 2023

PM100: A Job Power Consumption Dataset of a Large-Scale HPC System.

[BibT_eX]

[DOI]

Dataset, October, 2023

PM100: A Job Power Consumption Dataset of a Large-Scale HPC System.

[BibT_eX]

[DOI]

Dataset, July, 2023

RUAD: Unsupervised anomaly detection in HPC systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., April, 2023

ExaMon-X: A Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems.

[BibT_eX]

[DOI]

Alessio Burrello

IEEE Internet Things J., February, 2023

M100 dataset 12: 22-09.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 11: 22-08.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 10: 22-07.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 9: 22-06.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 8: 22-05.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 7: 22-04.

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset 6: 22-03.

[BibT_eX]

[DOI]

Dataset, January, 2023

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

[BibT_eX]

[DOI]

Dataset, January, 2023

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

[BibT_eX]

[DOI]

Dataset, January, 2023

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

[BibT_eX]

[DOI]

Dataset, January, 2023

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

[BibT_eX]

[DOI]

Dataset, January, 2023

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

[BibT_eX]

[DOI]

Dataset, January, 2023

M100 dataset: time-aggregated data for anomaly detection.

[BibT_eX]

[DOI]

Dataset, January, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Graph-Optimizer: Towards Predictable Large-Scale Graph Processing Workloads.

[BibT_eX]

[DOI]

Ana Lucia Varbanescu

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

Graph Neural Networks for Anomaly Anticipation in HPC Systems.

[BibT_eX]

[DOI]

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

PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project.

[BibT_eX]

[DOI]

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2023

RUST-Encoded Stream Ciphers on a RISC-V Parallel Ultra-Low-Power Processor (Invited Paper).

[BibT_eX]

[DOI]

Proceedings of the 14th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 12th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, 2023

The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

DECICE: Device-Edge-Cloud Intelligent Collaboration Framework.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

Anomaly Detection and Anticipation in High Performance Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Making the Most of Scarce Input Data in Deep Learning-Based Source Code Classification for Heterogeneous Device Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Rule-Based Thermal Anomaly Detection for Tier-0 HPC Systems.

[BibT_eX]

[DOI]

Andrea Acquaviva

Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022

Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration.

[BibT_eX]

[DOI]

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2022

Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Meet Monte Cimone: exploring RISC-V high performance compute clusters.

[BibT_eX]

[DOI]

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

Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach.

[BibT_eX]

[DOI]

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

Modeling the Thermal and Power Control Subsystem in HPC Processors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases and Information Systems, 2022

2021

HPC Cooling: A Flexible Modeling Tool for Effective Design and Management.

[BibT_eX]

[DOI]

IEEE Trans. Sustain. Comput., 2021

COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring.

[BibT_eX]

[DOI]

Future Internet, 2021

Application instrumentation for performance analysis and tuning with focus on energy efficiency.

[BibT_eX]

[DOI]

Ondrej Vysocky

Lubomír Ríha

Concurr. Comput. Pract. Exp., 2021

DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended).

[BibT_eX]

[DOI]

Antonio Libri

Clust. Comput., 2021

An Explainable Model for Fault Detection in HPC Systems.

[BibT_eX]

[DOI]

Francesco Beneventi

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

Damage Detection in Structural Health Monitoring with Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021

Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

The Italian research on HPC key technologies across EuroHPC.

[BibT_eX]

[DOI]

Marco Aldinucci

Giovanni Agosta

Antonio Andreini

Claudio Agostino Ardagna

Proceedings of the CF '21: Computing Frontiers Conference, 2021

2020

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

Thermal Model Identification of Computing Nodes in High-Performance Computing Systems.

[BibT_eX]

[DOI]

Roberto Diversi

IEEE Trans. Ind. Electron., 2020

Robust Identification of Thermal Models for In-Production High-Performance-Computing Clusters With Machine Learning-Based Data Selection.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

pAElla: Edge AI-Based Real-Time Malware Detection in Data Centers.

[BibT_eX]

[DOI]

Antonio Libri

IEEE Internet Things J., 2020

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

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

An Open-Source Scalable Thermal and Power Controller for HPC Processors.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks.

[BibT_eX]

[DOI]

Alessio Burrello

Daniele Jahier Pagliari

Proceedings of the Euro-Par 2020: Parallel Processing Workshops, 2020

Toward an End-to-End Auto-tuning Framework in HPC PowerStack.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019

The ANTAREX domain specific language for high performance computing.

[BibT_eX]

[DOI]

Cristina Silvano

Giovanni Agosta

Andrea Rosario Beccari

Microprocess. Microsystems, 2019

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2019

The ANTAREX Domain Specific Language for High Performance Computing.

[BibT_eX]

[DOI]

CoRR, 2019

Overview of Application Instrumentation for Performance Analysis and Tuning.

[BibT_eX]

[DOI]

Ondrej Vysocky

Lubomir Riha

Proceedings of the Parallel Processing and Applied Mathematics, 2019

Evaluating the Advantage of Reactive MPI-aware Power Control Policies.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2019

Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach.

[BibT_eX]

[DOI]

Proceedings of the 27th Euromicro International Conference on Parallel, 2019

Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Platform for Advanced Scientific Computing Conference, 2019

Evaluation of DVFS and Uncore Frequency Tuning Under Power Capping on Intel Broadwell Architecture.

[BibT_eX]

[DOI]

Lubomir Riha

Ondrej Vysocky

Proceedings of the Parallel Computing: Technology Trends, 2019

Towards Pan-European Power Grid Modelling in Modelica: Design Principles and a Prototype for a Reference Power System Library.

[BibT_eX]

[DOI]

Francesco Casella

Adrien Guironnet

Proceedings of the 13th International Modelica Conference, Regensburg, Germany, 2019

Paving the Way Toward Energy-Aware and Automated Datacentre.

[BibT_eX]

[DOI]

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

A Matheuristic for the Design and Management of Multi-energy Systems.

[BibT_eX]

[DOI]

Proceedings of the Operations Research and Enterprise Systems, 2019

A Matheuristic Approach for Resource Scheduling and Design of a Multi-energy System.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Operations Research and Enterprise Systems, 2019

A PULP-based Parallel Power Controller for Future Exascale Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing in Science and Engineering, 2019

Online Fault Classification in HPC Systems Through Machine Learning.

[BibT_eX]

[DOI]

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

Online Anomaly Detection in HPC Systems.

[BibT_eX]

[DOI]

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

Anomaly Detection Using Autoencoders in High Performance Computing Systems.

[BibT_eX]

[DOI]

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

2018

Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2018

Scheduling-based power capping in high performance computing systems.

[BibT_eX]

[DOI]

Sustain. Comput. Informatics Syst., 2018

Self-Aware Thermal Management for High-Performance Computing Processors.

[BibT_eX]

[DOI]

IEEE Des. Test, 2018

Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection.

[BibT_eX]

[DOI]

CoRR, 2018

COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives.

[BibT_eX]

[DOI]

CoRR, 2018

Dwarf in a Giant: Enabling Scalable, High-Resolution HPC Energy Monitoring for Real-Time Profiling and Analytics.

[BibT_eX]

[DOI]

Antonio Libri

CoRR, 2018

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

[BibT_eX]

[DOI]

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

A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

FINJ: A Fault Injection Tool for HPC Systems.

[BibT_eX]

[DOI]

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

ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing.

[BibT_eX]

[DOI]

Proceedings of the 21st Euromicro Conference on Digital System Design, 2018

Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not?

[BibT_eX]

[DOI]

Ali Pahlevan

Yasir Mahmood Qureshi

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

Evaluation of NTP/PTP fine-grain synchronization performance in HPC clusters.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, 2018

COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, 2018

2017

WARM: Workload-Aware Reliability Management in Linux/Android.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2017

Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2017

Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2017

Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2017

Increasing the energy efficiency of microcontroller platforms with low-design margin co-processors.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2017

Empirical decision model learning.

[BibT_eX]

[DOI]

Michele Lombardi

Michela Milano

Artif. Intell., 2017

Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes.

[BibT_eX]

[DOI]

Proceedings of the VLSI-SoC: Opportunities and Challenges Beyond the Internet of Things, 2017

Prediction horizon vs. efficiency of optimal dynamic thermal control policies in HPC nodes.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP/IEEE International Conference on Very Large Scale Integration, 2017

The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Embedded Computer Systems: Architectures, 2017

Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node.

[BibT_eX]

[DOI]

Proceedings of the Parallel Computing is Everywhere, 2017

Simulation of Large Grids in OpenModelica: reflections and perspectives.

[BibT_eX]

[DOI]

Francesco Casella

Alberto Leva

Proceedings of the 12th International Modelica Conference, Prague, Czech Republic, 2017

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

[BibT_eX]

[DOI]

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

Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Benefits in Relaxing the Power Capping Constraint.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, 2017

2016

Ekho: A 30.3W, 10k-Channel Fully Digital Integrated 3-D Beamformer for Medical Ultrasound Imaging Achieving 298M Focal Points per Second.

[BibT_eX]

[DOI]

Pascal A. Hager

IEEE Trans. Very Large Scale Integr. Syst., 2016

A Constraint Programming Scheduler for Heterogeneous High-Performance Computing Machines.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Integrated Energy-Aware Management of Supercomputer Hybrid Cooling Systems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2016

Thermal Analysis and Interpolation Techniques for a Logic + WideIO Stacked DRAM Test Chip.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Predictive Modeling for Job Power Consumption in HPC Systems.

[BibT_eX]

[DOI]

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

Evaluation of synchronization protocols for fine-grain HPC sensor data time-stamping and collection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

User-space APIs for dynamic power management in many-core ARMv8 computing nodes.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Cooling-aware node-level task allocation for next-generation green HPC systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Thermal model identification of supercomputing nodes in production environment.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

Object-oriented modelling and simulation of large-scale electrical power systems using Modelica: A first feasibility study.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

VarDroid: Online Variability Emulation in Android/Linux Platforms.

[BibT_eX]

[DOI]

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

DARDIS: Distributed And Randomized DIspatching and Scheduling.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach.

[BibT_eX]

[DOI]

Cristina Silvano

Giovanni Agosta

Andrea Rosario Beccari

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Towards near-threshold server processors.

[BibT_eX]

[DOI]

Ali Pahlevan

Javier Picorel

Arash Pourhabibi Zarandi

Davide Rossi

Marina Zapater

Pablo García Del Valle

David Atienza

Babak Falsafi

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor.

[BibT_eX]

[DOI]

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems.

[BibT_eX]

[DOI]

Andrea Rosario Beccari

Radim Cmar

Erven Rohou

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

Application of compressed sensing to ECG signals: Decoder-side benefits of the rakeness approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015

Guaranteed Computational Resprinting via Model-Predictive Control.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2015

Temperature variation aware multi-scale delay, power and thermal analysis at RT and gate level.

[BibT_eX]

[DOI]

MohammadSadegh Sadri

Integr., 2015

Long-Term ECG monitoring with zeroing Compressed Sensing approach.

[BibT_eX]

[DOI]

Proceedings of the Nordic Circuits and Systems Conference, 2015

Energy-Aware Bio-signal Compressed Sensing Reconstruction: FOCUSS on the WBSN-Gateway.

[BibT_eX]

[DOI]

Proceedings of the IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2015

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

[BibT_eX]

[DOI]

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

Tackling the bottleneck of delay tables in 3D ultrasound imaging.

[BibT_eX]

[DOI]

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Reducing energy consumption in microcontroller-based platforms with low design margin co-processors.

[BibT_eX]

[DOI]

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Energy-aware cooling for hot-water cooled supercomputers.

[BibT_eX]

[DOI]

Christian Conficoni

Andrea Tilli

Giampietro Tecchiolli

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

An ultra-low power dual-mode ECG monitor for healthcare and wellness.

[BibT_eX]

[DOI]

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Computational Science and Engineering, 2015

A CP Scheduler for High-Performance Computers.

[BibT_eX]

[DOI]

Proceedings of the Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), 2015

2014

Bias-Compensated Least Squares Identification of Distributed Thermal Models for Many-Core Systems-on-Chip.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2014

An Effective Gray-Box Identification Procedure for Multicore Thermal Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2014

An ultra-low power resilient multi-core architecture with static and dynamic tolerance to ambient temperature-induced variability.

[BibT_eX]

[DOI]

Daniele Bortolotti

Microprocess. Microsystems, 2014

Message Passing-Aware Power Management on Many-Core Systems.

[BibT_eX]

[DOI]

J. Low Power Electron., 2014

Quantifying the impact of variability on the energy efficiency for a next-generation ultra-green supercomputer.

[BibT_eX]

[DOI]

Francesco Fraternali

Giampietro Tecchiolli

Proceedings of the International Symposium on Low Power Electronics and Design, 2014

Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Low Power Electronics and Design, 2014

Dynamic variability management in mobile multicore processors under lifetime constraints.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Computer Design, 2014

Optimum: Thermal-aware task allocation for heterogeneous many-core devices.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Efficient parallel beamforming for 3D ultrasound imaging.

[BibT_eX]

[DOI]

Pirmin Vogel

Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014

An On-line Reliability Emulation Framework.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Embedded and Ubiquitous Computing, 2014

A Linux-governor based Dynamic Reliability Manager for android mobile devices.

[BibT_eX]

[DOI]

Pietro Mercati

Francesco Paterna

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Hybrid memory architecture for voltage scaling in ultra-low power multi-core biomedical processors.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Thermal analysis and model identification techniques for a logic + WIDEIO stacked DRAM test chip.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Unveiling Eurora - Thermal and power characterization of the most energy-efficient supercomputer in the world.

[BibT_eX]

[DOI]

Matteo Cacciari

Giampietro Tecchiolli

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Rakeness-based compressed sensing on ultra-low power multi-core biomedicai processors.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Design and Architectures for Signal and Image Processing, 2014

Proactive Workload Dispatching on the EURORA Supercomputer.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2014

Assessing the area/power/performance tradeoffs for an integrated fully-digital, large-scale 3D-ultrasound beamformer.

[BibT_eX]

[DOI]

Pascal Alexander Hager

Pirmin Vogel

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

Thermal and Energy Management of High-Performance Multicores: Distributed and Self-Calibrating Model-Predictive Controller.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2013

A variation tolerant architecture for ultra low power multi-processor cluster.

[BibT_eX]

[DOI]

Proceedings of the 2013 23rd International Workshop on Power and Timing Modeling, 2013

On-line thermal emulation: How to speed-up your thermal controller design.

[BibT_eX]

[DOI]

Francesco Beneventi

Proceedings of the 2013 23rd International Workshop on Power and Timing Modeling, 2013

Errors-in-variables identification of thermal models for many-core computing systems.

[BibT_eX]

[DOI]

Proceedings of the 12th European Control Conference, 2013

An Ambient Temperature Variation Tolerance Scheme for an Ultra Low Power Shared-L1 Processor Cluster.

[BibT_eX]

[DOI]

Daniele Bortolotti

Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013

SCC thermal model identification via advanced bias-compensated least-squares.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation and Test in Europe, 2013

Workload and user experience-aware dynamic reliability management in multicore processors.

[BibT_eX]

[DOI]

Pietro Mercati

Francesco Paterna

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

Identification of many-core systems-on-chip with input and output noises.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Object-oriented modelling for control synthesis and commissioning in power plants: A case study on flue gas path control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2013

2012

Quantifying the impact of frequency scaling on the energy efficiency of the single-chip cloud computer.

[BibT_eX]

[DOI]

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Don't burn your mobile!: safe computational re-sprinting via model predictive control.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Hardware/Software Codesign and System Synthesis, 2012

Thermal models characterization for reliable temperature capping and performance optimization in Multiprocessor Systems on Chip.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Object-oriented simulation for primary reserve scheduling in a combined cycle power plant.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Control Applications, 2012

2011

A System Level Approach to Multi-core Thermal Sensors Calibration.

[BibT_eX]

[DOI]

Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, Optimization, and Simulation, 2011

SCC Thermal Sensor Characterization and Calibration.

[BibT_eX]

[DOI]

Proceedings of the 3rd Many-core Applications Research Community (MARC) Symposium. Proceedings of the 3rd MARC Symposium, 2011

Static Thermal Model Learning for High-Performance Multicore Servers.

[BibT_eX]

[DOI]

Francesco Beneventi

Proceedings of 20th International Conference on Computer Communications and Networks, 2011

A distributed and self-calibrating model-predictive controller for energy and thermal management of high-performance multicores.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation and Test in Europe, 2011

Neuron Constraints to Model Complex Real-World Problems.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

2010

A virtual platform environment for exploring power, thermal and reliability management control strategies in high-performance multicores.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010

2009

<i>HVS-DBS</i>: human visual system-aware dynamic luminance backlight scaling for video streaming applications.

[BibT_eX]

[DOI]

Martino Ruggiero

Proceedings of the 9th ACM & IEEE International conference on Embedded software, 2009

Visual quality analysis for dynamic backlight scaling in LCD systems.

[BibT_eX]

[DOI]

Martino Ruggiero

Proceedings of the Design, Automation and Test in Europe, 2009

2008

DBS4video: dynamic luminance backlight scaling based on multi-histogram frame characterization for video streaming application.

[BibT_eX]

[DOI]

Martino Ruggiero

Proceedings of the 8th ACM & IEEE International conference on Embedded software, 2008

Analysis of Power Management Strategies for a Large-Scale SoC Platform in 65nm Technology.

[BibT_eX]

[DOI]

Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008

1998

A Process Simulation Environment Based on Visual Programming and Dynamic Decoupling.

[BibT_eX]

[DOI]

Alberto Leva