Carlo Cavazzoni

Orcid: 0000-0002-9589-4785

According to our database1, Carlo Cavazzoni authored at least 60 papers between 2001 and 2024.

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Bibliography

2024
Experimenting With Normalization Layers in Federated Learning on Non-IID Scenarios.
IEEE Access, 2024

2023
EXSCALATE: An Extreme-Scale Virtual Screening Platform for Drug Discovery Targeting Polypharmacology to Fight SARS-CoV-2.
IEEE Trans. Emerg. Top. Comput., 2023

A Max K-Cut Implementation for QAOA in the Measurement Based Quantum Computing Formalism.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Open RAN Mobile Access: The View of an Operator on an End-To-End Implementation.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Evaluation of AI and Video Computing Applications on Multiple Heterogeneous Architectures.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

2022
Distributed workflows with Jupyter.
Future Gener. Comput. Syst., 2022

Benchmarking AyraDB Next-Generation Database on Davinci-1 Super-Computer.
Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), 2022

Benchmarking FedAvg and FedCurv for Image Classification Tasks.
Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), 2022

2021
HPC Cooling: A Flexible Modeling Tool for Effective Design and Management.
IEEE Trans. Sustain. Comput., 2021

Tunable approximations to control time-to-solution in an HPC molecular docking Mini-App.
J. Supercomput., 2021

COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications.
IEEE Trans. Computers, 2021

Practical parallelization of scientific applications with OpenMP, OpenACC and MPI.
J. Parallel Distributed Comput., 2021

EXSCALATE: An extreme-scale in-silico virtual screening platform to evaluate 1 trillion compounds in 60 hours on 81 PFLOPS supercomputers.
CoRR, 2021

User Plane Function Offloading in P4 switches for enhanced 5G Mobile Edge Computing.
Proceedings of the 17th International Conference on the Design of Reliable Communication Networks, 2021

2020
Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications.
IEEE Trans. Parallel Distributed Syst., 2020

2019
Exploiting OpenMP and OpenACC to accelerate a geometric approach to molecular docking in heterogeneous HPC nodes.
J. Supercomput., 2019

The ANTAREX domain specific language for high performance computing.
Microprocess. Microsystems, 2019

Exploiting OpenMP & OpenACC to Accelerate a Molecular Docking Mini-App in Heterogeneous HPC Nodes.
CoRR, 2019

The ANTAREX Domain Specific Language for High Performance Computing.
CoRR, 2019

Evaluating the Advantage of Reactive MPI-aware Power Control Policies.
Proceedings of the Parallel Processing and Applied Mathematics, 2019


Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2019

Paving the Way Toward Energy-Aware and Automated Datacentre.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions.
Proceedings of the High Performance Computing in Science and Engineering, 2019

An hybrid approach to accelerate a molecular docking application for virtual screening in heterogeneous nodes: POSTER.
Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019

2018
Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer.
IEEE Trans. Parallel Distributed Syst., 2018

COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives.
CoRR, 2018

ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing.
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018


COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives.
Proceedings of the 2nd Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, 2018

2017
Comprehensive Survey on T-SDN: Software-Defined Networking for Transport Networks.
IEEE Commun. Surv. Tutorials, 2017

The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems.
Proceedings of the 2017 International Conference on Embedded Computer Systems: Architectures, 2017

Performance Analysis and Optimization of the FFTXlib on the Intel Knights Landing Architecture.
Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
Integrated Energy-Aware Management of Supercomputer Hybrid Cooling Systems.
IEEE Trans. Ind. Informatics, 2016

FFT data distribution in plane-waves DFT codes. A case study from Quantum ESPRESSO.
Proceedings of the 23rd European MPI Users' Group Meeting, EuroMPI 2016, 2016

OpenMP tasks: Asynchronous programming made easy.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Cooling-aware node-level task allocation for next-generation green HPC systems.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Demonstration of SDN-based orchestration for multi-domain Segment Routing networks.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems.
Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2015
ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems.
Proceedings of the 18th IEEE International Conference on Computational Science and Engineering, 2015

2014
Quantifying the impact of variability on the energy efficiency for a next-generation ultra-green supercomputer.
Proceedings of the International Symposium on Low Power Electronics and Design, 2014

DWPE, a new data center energy-efficiency metric bridging the gap between infrastructure and workload.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Performance and energy efficiency in material science simulation on heterogeneous architectures.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Unveiling Eurora - Thermal and power characterization of the most energy-efficient supercomputer in the world.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013
LiGen: A High Performance Workflow for Chemistry Driven de Novo Design.
J. Chem. Inf. Model., 2013

Use of Experimental Design To Optimize Docking Performance: The Case of LiGenDock, the Docking Module of Ligen, a New De Novo Design Program.
J. Chem. Inf. Model., 2013

Enhancement of DFT-calculations at petascale: Nuclear Magnetic Resonance, Hybrid Density Functional Theory and Car-Parrinello calculations.
Comput. Phys. Commun., 2013

2012
Parallel, 'large', dense matrix problems: Application to 3D sequential integrated inversion of seismological and gravity data.
Comput. Geosci., 2012

EURORA: a European architecture toward exascale.
Proceedings of the Future HPC Systems - the Challenges of Power-Constrained Performance, 2012

2009
Mupbed: a pan-European prototype for multidomain research networks.
IEEE Commun. Mag., 2009

2007
A parallel multiphase flow code for the 3D simulation of explosive volcanic eruptions.
Parallel Comput., 2007

MUPBED - Interworking Challenges in a Multi-Domain and Multi-Technology Network Environment.
Proceedings of the Optical Network Design and Modeling, 2007

2006
An interactive virtual environment to communicate vesuvius eruptions numerical simulations and Pompeii history.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

2005
The crossover between liquid and solid electron phases in quantum dots: A large-scale configuration-interaction study.
Comput. Phys. Commun., 2005

High performance computing simulations of pyroclastic flows.
Comput. Phys. Commun., 2005

Base and salt 3D forms of Emeraldine II polymers by Car-Parrinello molecular dynamics.
Comput. Phys. Commun., 2005

2002
Architecture and functional requirements of control planes for automatic switched optical networks: experience of the IST project LION.
IEEE Commun. Mag., 2002

2001
Envisaging Next Generation Data-Centric Optical Networks.
Proceedings of the 3rd International Workshop on the Design of Reliable Communication Networks, 2001


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