Carlo Cavazzoni

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 47

Top Topics

Quantum Computing

Functional Properties

High Performance Computing

Energy Efficient

Top Venues

Future Gener. Comput. Syst.

Publications

Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
Experimenting With Normalization Layers in Federated Learning on Non-IID Scenarios. IEEE Access 12 (2024)
Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
A Performance Analysis for Confidential Federated Learning. SP (Workshops) (2024)
Lorenzo Rocutto, Marco Maronese, Daniele Dragoni, Andrea Cavalli, Carlo Cavazzoni
Comparing Adiabatic Quantum Computers for satellite images feature extraction. Future Gener. Comput. Syst. 159 (2024)
Davide Gadioli, Emanuele Vitali, Federico Ficarelli, Chiara Latini, Candida Manelfi, Carmine Talarico, Cristina Silvano, Carlo Cavazzoni, Gianluca Palermo, Andrea Rosario Beccari
EXSCALATE: An Extreme-Scale Virtual Screening Platform for Drug Discovery Targeting Polypharmacology to Fight SARS-CoV-2. IEEE Trans. Emerg. Top. Comput. 11 (1) (2023)
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
Benchmarking FedAvg and FedCurv for Image Classification Tasks. CoRR (2023)
Federico Rossi, Giacomo Mugnaini, Sergio Saponara, Carlo Cavazzoni, Antonio Sciarappa
Evaluation of AI and Video Computing Applications on Multiple Heterogeneous Architectures. ApplePies (2023)
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios. CoRR (2023)
Carlo Cavazzoni, Marco Caretti, Alessandro Percelsi, Mauro Agus
Open RAN Mobile Access: The View of an Operator on an End-To-End Implementation. OFC (2023)
Sebastiano Corli, Daniele Dragoni, Massimiliano Proietti, Massimiliano Dispenza, Carlo Cavazzoni, Enrico Prati
A Max K-Cut Implementation for QAOA in the Measurement Based Quantum Computing Formalism. QCE (2023)
Carlo Cavazzoni, Chiara Francalanci, Paolo Giacomazzi, Nicolò Magini, Roberto Morelli, Paolo Ravanelli
Benchmarking AyraDB Next-Generation Database on Davinci-1 Super-Computer. itaDATA (2022)
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
Benchmarking FedAvg and FedCurv for Image Classification Tasks. itaDATA (2022)
Iacopo Colonnelli, Marco Aldinucci, Barbara Cantalupo, Luca Padovani, Sergio Rabellino, Concetto Spampinato, Roberto Morelli, Rosario Di Carlo, Nicolò Magini, Carlo Cavazzoni
Distributed workflows with Jupyter. Future Gener. Comput. Syst. 128 (2022)
Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications. IEEE Trans. Computers 70 (5) (2021)
Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini
HPC Cooling: A Flexible Modeling Tool for Effective Design and Management. IEEE Trans. Sustain. Comput. 6 (3) (2021)
Francesco Paolucci, Davide Scano, Filippo Cugini, Andrea Sgambelluri, Luca Valcarenghi, Carlo Cavazzoni, Giuseppe Ferraris, Piero Castoldi
User Plane Function Offloading in P4 switches for enhanced 5G Mobile Edge Computing. DRCN (2021)
Marco Aldinucci, Valentina Cesare, Iacopo Colonnelli, Alberto Riccardo Martinelli, Gianluca Mittone, Barbara Cantalupo, Carlo Cavazzoni, Maurizio Drocco
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI. J. Parallel Distributed Comput. 157 (2021)
Davide Gadioli, Gianluca Palermo, Stefano Cherubin, Emanuele Vitali, Giovanni Agosta, Candida Manelfi, Andrea R. Beccari, Carlo Cavazzoni, Nico Sanna, Cristina Silvano
Tunable approximations to control time-to-solution in an HPC molecular docking Mini-App. J. Supercomput. 77 (1) (2021)
Davide Gadioli, Emanuele Vitali, Federico Ficarelli, Chiara Latini, Candida Manelfi, Carmine Talarico, Cristina Silvano, Carlo Cavazzoni, Gianluca Palermo, Andrea Rosario Beccari
EXSCALATE: An extreme-scale in-silico virtual screening platform to evaluate 1 trillion compounds in 60 hours on 81 PFLOPS supercomputers. CoRR (2021)
Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini
Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications. IEEE Trans. Parallel Distributed Syst. 31 (11) (2020)
Emanuele Vitali, Davide Gadioli, Gianluca Palermo, Andrea Beccari, Carlo Cavazzoni, Cristina Silvano
Exploiting OpenMP & OpenACC to Accelerate a Molecular Docking Mini-App in Heterogeneous HPC Nodes. CoRR (2019)
Daniele Cesarini, Carlo Cavazzoni, Andrea Bartolini
Evaluating the Advantage of Reactive MPI-aware Power Control Policies. PPAM (2) (2019)
Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini
COUNTDOWN Slack: a Run-time Library to Reduce Energy Footprint in Large-scale MPI Applications. CoRR (2019)
Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, Carlo Cavazzoni
Paving the Way Toward Energy-Aware and Automated Datacentre. ICPP Workshops (2019)
Davide Gadioli, Gianluca Palermo, Stefano Cherubin, Emanuele Vitali, Giovanni Agosta, Candida Manelfi, Andrea R. Beccari, Carlo Cavazzoni, Nico Sanna, Cristina Silvano
Tunable Approximations to Control Time-to-Solution in an HPC Molecular Docking Mini-App. CoRR (2019)
Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni
Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC (2019)
Mohsen Seyedkazemi Ardebili, Carlo Cavazzoni, Luca Benini, Andrea Bartolini
Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions. HPCSE (2019)
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea R. Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Emanuele Vitali
The ANTAREX domain specific language for high performance computing. Microprocess. Microsystems 68 (2019)
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea R. Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Katerina Slaninová, Emanuele Vitali
The ANTAREX Domain Specific Language for High Performance Computing. CoRR (2019)
Emanuele Vitali, Davide Gadioli, Andrea Beccari, Carlo Cavazzoni, Cristina Silvano, Gianluca Palermo
An hybrid approach to accelerate a molecular docking application for virtual screening in heterogeneous nodes: POSTER. CF (2019)
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea R. Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Imane Lasri, Antonio Libri, Candida Manelfi, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali
Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach. PDP (2019)
Emanuele Vitali, Davide Gadioli, Gianluca Palermo, Andrea Beccari, Carlo Cavazzoni, Cristina Silvano
Exploiting OpenMP and OpenACC to accelerate a geometric approach to molecular docking in heterogeneous HPC nodes. J. Supercomput. 75 (7) (2019)
Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer. IEEE Trans. Parallel Distributed Syst. 29 (7) (2018)
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 R. Beccari, Candida Manelfi
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF (2018)
Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives. ANDARE@PACT (2018)
Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini
COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives. CoRR (2018)
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea R. Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Davide Gadioli, Martin Golasowski, Imane Lasri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali
ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing. DSD (2018)
Rodolfo Alvizu, Guido Maier, Navin Kukreja, Achille Pattavina, Roberto Morro, Alessandro Capello, Carlo Cavazzoni
Comprehensive Survey on T-SDN: Software-Defined Networking for Transport Networks. IEEE Commun. Surv. Tutorials 19 (4) (2017)
Cristina Silvano, Giovanni Agosta, Jorge G. Barbosa, Andrea Bartolini, Andrea R. Beccari, Luca Benini, João Bispo, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Radim Cmar, Davide Gadioli, Candida Manelfi, Jan Martinovic, Ricardo Nobre, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová
The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems. SAMOS (2017)
Michael Wagner, Víctor López, Julian Morillo, Carlo Cavazzoni, Fabio Affinito, Judit Giménez, Jesús Labarta
Performance Analysis and Optimization of the FFTXlib on the Intel Knights Landing Architecture. ICPP Workshops (2017)
Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools. DATE (2017)
Navin Kukreja, Rodolfo Alvizu, Ana Kos, Guido Maier, Roberto Morro, Alessandro Capello, Carlo Cavazzoni
Demonstration of SDN-based orchestration for multi-domain Segment Routing networks. ICTON (2016)
Fabio Affinito, Carlo Cavazzoni
FFT data distribution in plane-waves DFT codes. A case study from Quantum ESPRESSO. EuroMPI (2016)
Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini
Cooling-aware node-level task allocation for next-generation green HPC systems. HPCS (2016)
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 R. Beccari, Radim Cmar, Erven Rohou
The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems. Conf. Computing Frontiers (2016)
Eric Pascolo, Stefano Salon, Donata Melaku Canu, Cosimo Solidoro, Carlo Cavazzoni, Georg Umgiesser
OpenMP tasks: Asynchronous programming made easy. HPCS (2016)
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea R. Beccari, Luca Benini, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová
Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach. DATE (2016)
Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini
Integrated Energy-Aware Management of Supercomputer Hybrid Cooling Systems. IEEE Trans. Ind. Informatics 12 (4) (2016)
Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Beccari, Luca Benini, João M. P. Cardoso, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Erven Rohou, Nico Sanna, Katerina Slaninová
ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems. CSE (2015)
Torsten Wilde, Axel Auweter, Michael K. Patterson, Hayk Shoukourian, Herbert Huber, Arndt Bode, Detlef Labrenz, Carlo Cavazzoni
DWPE, a new data center energy-efficiency metric bridging the gap between infrastructure and workload. HPCS (2014)
Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini
Quantifying the impact of variability on the energy efficiency for a next-generation ultra-green supercomputer. ISLPED (2014)
Andrea Bartolini, Matteo Cacciari, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini
Unveiling Eurora - Thermal and power characterization of the most energy-efficient supercomputer in the world. DATE (2014)
Eric Pascolo, Fabio Affinito, Carlo Cavazzoni
Performance and energy efficiency in material science simulation on heterogeneous architectures. HPCS (2014)
Claudia Beato, Andrea Beccari, Carlo Cavazzoni, Simone Lorenzi, Gabriele Costantino
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. 53 (6) (2013)
Andrea Beccari, Carlo Cavazzoni, Claudia Beato, Gabriele Costantino
LiGen: A High Performance Workflow for Chemistry Driven de Novo Design. J. Chem. Inf. Model. 53 (6) (2013)
Nicola Varini, Davide Ceresoli, Layla Martin-Samos, Ivan Girotto, Carlo Cavazzoni
Enhancement of DFT-calculations at petascale: Nuclear Magnetic Resonance, Hybrid Density Functional Theory and Car-Parrinello calculations. Comput. Phys. Commun. 184 (8) (2013)
Carlo Cavazzoni
EURORA: a European architecture toward exascale. FutureHPC@ICS (2012)
Rosaria Tondi, Carlo Cavazzoni, Peter Danecek, Andrea Morelli
Parallel, 'large', dense matrix problems: Application to 3D sequential integrated inversion of seismological and gravity data. Comput. Geosci. 48 (2012)
Jan Späth, Guido Maier, Susanne Naegele-Jackson, Carlo Cavazzoni, Hans-Martin Foisel, Mikhail Popov, Henrik Wessing, Mauro Campanella, Salvatore Nicosia, Jürgen Rauschenbach, Luis Perez Roldan, Miguel Angel Sotos, Maciej Stroyk, Peter Szegedi, Jean-Marc Uze
Mupbed: a pan-European prototype for multidomain research networks. IEEE Commun. Mag. 47 (5) (2009)
Tomaso Esposti Ongaro, Carlo Cavazzoni, Giovanni Erbacci, Augusto Neri, Maria-Vittoria Salvetti
A parallel multiphase flow code for the 3D simulation of explosive volcanic eruptions. Parallel Comput. 33 (7-8) (2007)
Hans-Martin Foisel, Jan Späth, Carlo Cavazzoni, Henrik Wessing, Mikhail Popov
MUPBED - Interworking Challenges in a Multi-Domain and Multi-Technology Network Environment. ONDM (2007)
Antonella Guidazzoli, Tiziano Diamanti, Francesca Delli Ponti, Augusto Neri, Marina Bisson, Tomaso Esposti Ongaro, Roberto Gori, Maria Teresa Pareschi, Luigi Calori, Silvano Imboden, Carlo Cavazzoni, Giovanni Erbacci, Gianluca Menconi
An interactive virtual environment to communicate vesuvius eruptions numerical simulations and Pompeii history. SIGGRAPH Educators Program (2006)
Carlo Cavazzoni, Renato Colle, Riccardo Farchioni, Giuseppe Grosso
Base and salt 3D forms of Emeraldine II polymers by Car-Parrinello molecular dynamics. Comput. Phys. Commun. 169 (1-3) (2005)
Massimo Rontani, Carlo Cavazzoni, Guido Goldoni
The crossover between liquid and solid electron phases in quantum dots: A large-scale configuration-interaction study. Comput. Phys. Commun. 169 (1-3) (2005)
Carlo Cavazzoni, Tomaso Esposti Ongaro, Giovanni Erbacci, Augusto Neri, Giovanni Macedonio
High performance computing simulations of pyroclastic flows. Comput. Phys. Commun. 169 (1-3) (2005)
Antonio Manzalini, Katsuhiro Shimano, Carlo Cavazzoni, Alessandro D'Alessandro
Architecture and functional requirements of control planes for automatic switched optical networks: experience of the IST project LION. IEEE Commun. Mag. 40 (11) (2002)
Didier Colle, Sophie De Maesschalck, Ilse Lievens, Mario Pickavet, Piet Demeester, Antonio Manzalini, Carlo Cavazzoni, Giuseppe Ricucci, Ulrike Hartmer, Monika Jaeger, Georg Lehr, Lampros Raptis, Giorgos Chatzilias, Artur Lason
Envisaging Next Generation Data-Centric Optical Networks. DRCN (2001)