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2020 – today

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2024
[j25]
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Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci:
Experimenting With Normalization Layers in Federated Learning on Non-IID Scenarios. IEEE Access 12: 47961-47971 (2024)
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Lorenzo Rocutto, Marco Maronese, Daniele Dragoni, Andrea Cavalli, Carlo Cavazzoni:
Comparing Adiabatic Quantum Computers for satellite images feature extraction. Future Gener. Comput. Syst. 159: 105-113 (2024)
[j23]
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Matteo Vandelli, Alessandra Lignarolo, Carlo Cavazzoni, Daniele Dragoni:
Evaluating the practicality of quantum optimization algorithms for prototypical industrial applications. Quantum Inf. Process. 23(10): 344 (2024)
[c34]
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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: 40-47
2023
[j22]
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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): 170-181 (2023)
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Federico Rossi, Giacomo Mugnaini, Sergio Saponara, Carlo Cavazzoni, Antonio Sciarappa:
Evaluation of AI and Video Computing Applications on Multiple Heterogeneous Architectures. ApplePies 2023: 130-136
[c32]
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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: 1-3
[c31]
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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: 284-285
[i8]
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  - journals/corr/abs-2303-10630
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Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci:
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios. CoRR abs/2303.10630 (2023)
[i7]
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Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci:
Benchmarking FedAvg and FedCurv for Image Classification Tasks. CoRR abs/2303.17942 (2023)
2022
[j21]
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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: 282-298 (2022)
[c30]
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Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci:
Benchmarking FedAvg and FedCurv for Image Classification Tasks. itaDATA 2022: 99-110
[c29]
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Carlo Cavazzoni, Chiara Francalanci, Paolo Giacomazzi, Nicolò Magini, Roberto Morelli, Paolo Ravanelli:
Benchmarking AyraDB Next-Generation Database on Davinci-1 Super-Computer. itaDATA 2022: 132-143
2021
[j20]
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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: 13-29 (2021)
[j19]
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications. IEEE Trans. Computers 70(5): 682-695 (2021)
[j18]
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Davide Gadioli, Gianluca Palermo, Stefano Cherubin, Emanuele Vitali, Giovanni Agosta, Candida Manelfi, Andrea Rosario 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): 841-869 (2021)
[j17]
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Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini:
HPC Cooling: A Flexible Modeling Tool for Effective Design and Management. IEEE Trans. Sustain. Comput. 6(3): 441-455 (2021)
[c28]
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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: 1-3
[i6]
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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 abs/2110.11644 (2021)
2020
[j16]
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Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini:
Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications. IEEE Trans. Parallel Distributed Syst. 31(11): 2696-2709 (2020)

2010 – 2019

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2019
[j15]
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Emanuele Vitali:
The ANTAREX domain specific language for high performance computing. Microprocess. Microsystems 68: 58-73 (2019)
[j14]
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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): 3374-3396 (2019)
[c27]
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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: 298-299
[c26]
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Mohsen Seyedkazemi Ardebili, Carlo Cavazzoni, Luca Benini, Andrea Bartolini:
Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions. HPCSE 2019: 1-16
[c25]
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Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, Carlo Cavazzoni:
Paving the Way Toward Energy-Aware and Automated Datacentre. ICPP Workshops 2019: 8:1-8:8
[c24]
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Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni:
Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC 2019: 10:1-10:9
[c23]
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Imane Lasri, Antonio Libri, Candida Manelfi, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach. PDP 2019: 116-123
[c22]
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Daniele Cesarini, Carlo Cavazzoni, Andrea Bartolini:
Evaluating the Advantage of Reactive MPI-aware Power Control Policies. PPAM (2) 2019: 181-190
[i5]
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  - journals/corr/abs-1901-06175
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Katerina Slaninová, Emanuele Vitali:
The ANTAREX Domain Specific Language for High Performance Computing. CoRR abs/1901.06175 (2019)
[i4]
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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 abs/1901.06229 (2019)
[i3]
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Davide Gadioli, Gianluca Palermo, Stefano Cherubin, Emanuele Vitali, Giovanni Agosta, Candida Manelfi, Andrea Rosario Beccari, Carlo Cavazzoni, Nico Sanna, Cristina Silvano:
Tunable Approximations to Control Time-to-Solution in an HPC Molecular Docking Mini-App. CoRR abs/1901.06363 (2019)
[i2]
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  - journals/corr/abs-1909-12684
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Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini:
COUNTDOWN Slack: a Run-time Library to Reduce Energy Footprint in Large-scale MPI Applications. CoRR abs/1909.12684 (2019)
2018
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Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer. IEEE Trans. Parallel Distributed Syst. 29(7): 1575-1588 (2018)
[c21]
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives. ANDARE@PACT 2018: 2:1-2:6
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Cristina Silvano, Gianluca Palermo, Giovanni Agosta, Amir H. Ashouri, Davide Gadioli, Stefano Cherubin, Emanuele Vitali, Luca Benini, Andrea Bartolini, Daniele Cesarini, João M. P. Cardoso, João Bispo, Pedro Pinto, Ricardo Nobre, Erven Rohou, Loïc Besnard, Imane Lasri, Nico Sanna, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Katerina Slaninová, Martin Golasowski, Andrea Rosario Beccari, Candida Manelfi:
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF 2018: 270-275
[c19]
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Davide Gadioli, Martin Golasowski, Imane Lasri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing. DSD 2018: 600-607
[i1]
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  - journals/corr/abs-1806-07258
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives. CoRR abs/1806.07258 (2018)
2017
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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): 2232-2283 (2017)
[c18]
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Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools. DATE 2017: 1038-1043
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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: 243-250
[c16]
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Cristina Silvano, Giovanni Agosta, Jorge G. Barbosa, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, João Bispo, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Radim Cmar, Davide Gadioli, Candida Manelfi, Jan Martinovic, Ricardo Nobre, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová:
The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems. SAMOS 2017: 308-316
2016
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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): 1299-1311 (2016)
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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:
The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems. Conf. Computing Frontiers 2016: 288-293
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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:
Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach. DATE 2016: 708-713
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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: 1-4
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Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Cooling-aware node-level task allocation for next-generation green HPC systems. HPCS 2016: 690-696
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Eric Pascolo, Stefano Salon, Donata Melaku Canu, Cosimo Solidoro, Carlo Cavazzoni, Georg Umgiesser:
OpenMP tasks: Asynchronous programming made easy. HPCS 2016: 901-907
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Fabio Affinito, Carlo Cavazzoni:
FFT data distribution in plane-waves DFT codes. A case study from Quantum ESPRESSO. EuroMPI 2016: 212
2015
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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: 343-346
2014
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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: 1-6
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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: 893-901
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Eric Pascolo, Fabio Affinito, Carlo Cavazzoni:
Performance and energy efficiency in material science simulation on heterogeneous architectures. HPCS 2014: 927-932
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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: 295-298
2013
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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): 1827-1833 (2013)
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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): 1503-1517 (2013)
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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): 1518-1527 (2013)
2012
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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: 143-156 (2012)
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Carlo Cavazzoni:
EURORA: a European architecture toward exascale. FutureHPC@ICS 2012: 1:1-1:4

2000 – 2009

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2009
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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): 62-71 (2009)
2007
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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): 541-560 (2007)
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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: 269-278
2006
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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: 55
2005
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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): 135-138 (2005)
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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): 430-432 (2005)
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Carlo Cavazzoni, Tomaso Esposti Ongaro, Giovanni Erbacci, Augusto Neri, Giovanni Macedonio:
High performance computing simulations of pyroclastic flows. Comput. Phys. Commun. 169(1-3): 454-456 (2005)
2002
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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): 60-65 (2002)
2001
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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: 137-144

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