COLONNELLI, Iacopo
COLONNELLI, Iacopo
INFORMATICA
A Performance Analysis for Confidential Federated Learning
2024-01-01 Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
A Systematic Mapping Study of Italian Research on Workflows
2023-01-01 Aldinucci M.; Baralis E.M.; Cardellini V.; Colonnelli I.; Danelutto M.; Decherchi S.; Di Modica G.; Ferrucci L.; Gribaudo M.; Iannone F.; Lapegna M.; Medic D.; Muscianisi G.; Righetti F.; Sciacca E.; Tonellotto N.; Tortonesi M.; Trunfio P.; Vardanega T.
Accelerating spectral graph analysis through wavefronts of linear algebra operations
2019-01-01 Maurizio Drocco, Paolo Viviani, Iacopo Colonnelli, Marco Aldinucci, Marco Grangetto
Benchmarking Parallelization Models through Karmarkar’s Interior-point method
2024-01-01 Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci
Benefit of Extended Dual Antiplatelet Therapy Duration in Acute Coronary Syndrome Patients Treated with Drug Eluting Stents for Coronary Bifurcation Lesions (from the BIFURCAT Registry)
2021-01-01 Ovidio De Filippo, Jeehoon Kang, Francesco Bruno, Jung-Kyu Han, Andrea Saglietto, Han-Mo Yang, Giuseppe Patti, Kyung-Woo Park, Radoslaw Parma, Hyo-Soo Kim, Leonardo De Luca, Hyeon-Cheol Gwon, Mario Iannaccone, Woo Jung Chun, Grzegorz Smolka, Seung-Ho Hur, Enrico Cerrato, Seung Hwan Han, Carlo di Mario, Young Bin Song, Javier Escaned, Ki Hong Choi, Gerard Helft, Joon-Hyung Doh, Alessandra Truffa Giachet, Soon-Jun Hong, Saverio Muscoli, Chang-Wook Nam, Guglielmo Gallone, Davide Capodanno, Daniela Trabattoni, Yoichi Imori, Veronica Dusi, Bernardo Cortese, Antonio Montefusco, Federico Conrotto, Iacopo Colonnelli, Imad Sheiban, Gaetano Maria de Ferrari, Bon-Kwon Koo, Fabrizio D'Ascenzo
Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 diagnosis
2021-01-01 Colonnelli, Iacopo; Cantalupo, Barbara; Spampinato, Concetto; Pennisi, Matteo; Aldinucci, Marco
Bringing Cell Subpopulation Discovery on a Cloud-HPC Using rCASC and StreamFlow
2023-01-01 Contaldo, Sandro G.; Alessandri, Luca; Colonnelli, Iacopo; Beccuti, Marco; Aldinucci, Marco
Bringing Cell Subpopulation Discovery on a Cloud-HPC Using rCASC and StreamFlow
2023-01-01 Contaldo S.G.; Alessandri L.; Colonnelli I.; Beccuti M.; Aldinucci M.
CAPIO: a Middleware for Transparent I/O Streaming in Data-Intensive Workflows
2023-01-01 Alberto Riccardo Martinelli, Massimo Torquati, Marco Aldinucci, Iacopo Colonnelli, Barbara Cantalupo
Cross-Facility Federated Learning
2024-01-01 Iacopo Colonnelli, Robert Birke, Giulio Malenza, Gianluca Mittone, Alberto Mulone, Jeroen Galjaard, Lydia Y. Chen, Sanzio Bassini, Gabriella Scipione, Jan Martinovič, Vit Vondrák, Marco Aldinucci
Deep Learning at Scale
2019-01-01 Paolo Viviani, Maurizio Drocco, Daniele Baccega, Iacopo Colonnelli, Marco Aldinucci
Distributed workflows with Jupyter
2022-01-01 Colonnelli I.; Aldinucci M.; Cantalupo B.; Padovani L.; Rabellino S.; Spampinato C.; Morelli R.; Di Carlo R.; Magini N.; Cavazzoni C.
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning
2023-01-01 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
Experimenting with PyTorch on RISC-V
2023-01-01 Iacopo Colonnelli, Robert Birke, Marco Aldinucci
Federated Learning meets HPC and cloud
2023-01-01 Iacopo Colonnelli, Bruno Casella, Gianluca Mittone, Yasir Arfat, Barbara Cantalupo, Roberto Esposito, Alberto Riccardo Martinelli, Doriana Medic, Marco Aldinucci
HPC Application Cloudification: The StreamFlow Toolkit
2021-01-01 Iacopo Colonnelli; Barbara Cantalupo; Roberto Esposito; Matteo Pennisi; Concetto Spampinato; Marco Aldinucci
Hybrid Workflows for Large - Scale Scientific Applications
2022-01-01 Iacopo Colonnelli; Marco Aldinucci
Introducing SWIRL: An Intermediate Representation Language for Scientific Workflows
2024-01-01 Iacopo Colonnelli , Doriana Medić, Alberto Mulone, Viviana Bono, Luca Padovani, Marco Aldinucci
Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets
2021-01-01 D'Ascenzo F.; De Filippo O.; Gallone G.; Mittone G.; Deriu M.A.; Iannaccone M.; Ariza-Sole A.; Liebetrau C.; Manzano-Fernandez S.; Quadri G.; Kinnaird T.; Campo G.; Simao Henriques J.P.; Hughes J.M.; Dominguez-Rodriguez A.; Aldinucci M.; Morbiducci U.; Patti G.; Raposeiras-Roubin S.; Abu-Assi E.; De Ferrari G.M.; Iacopo Colonnelli; Roberto Esposito; Yasir Arfat; Francesco Piroli; Andrea Saglietto; Federico Conrotto; Pierluigi Omedé; Antonio Montefusco; Mauro Pennone; Francesco Bruno; Pier Paolo Bocchino; Cantalupo Barbara;
Model-Agnostic Federated Learning
2023-01-01 Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Performance Analysis for Confidential Federated Learning | 2024 | Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci | |
| A Systematic Mapping Study of Italian Research on Workflows | 2023 | Aldinucci M.; Baralis E.M.; Cardellini V.; Colonnelli I.; Danelutto M.; Decherchi S.; Di Modica G.; Ferrucci L.; Gribaudo M.; Iannone F.; Lapegna M.; Medic D.; Muscianisi G.; Righetti F.; Sciacca E.; Tonellotto N.; Tortonesi M.; Trunfio P.; Vardanega T. | |
| Accelerating spectral graph analysis through wavefronts of linear algebra operations | 2019 | Maurizio Drocco, Paolo Viviani, Iacopo Colonnelli, Marco Aldinucci, Marco Grangetto | |
| Benchmarking Parallelization Models through Karmarkar’s Interior-point method | 2024 | Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci | |
| Benefit of Extended Dual Antiplatelet Therapy Duration in Acute Coronary Syndrome Patients Treated with Drug Eluting Stents for Coronary Bifurcation Lesions (from the BIFURCAT Registry) | 2021 | Ovidio De Filippo, Jeehoon Kang, Francesco Bruno, Jung-Kyu Han, Andrea Saglietto, Han-Mo Yang, Giuseppe Patti, Kyung-Woo Park, Radoslaw Parma, Hyo-Soo Kim, Leonardo De Luca, Hyeon-Cheol Gwon, Mario Iannaccone, Woo Jung Chun, Grzegorz Smolka, Seung-Ho Hur, Enrico Cerrato, Seung Hwan Han, Carlo di Mario, Young Bin Song, Javier Escaned, Ki Hong Choi, Gerard Helft, Joon-Hyung Doh, Alessandra Truffa Giachet, Soon-Jun Hong, Saverio Muscoli, Chang-Wook Nam, Guglielmo Gallone, Davide Capodanno, Daniela Trabattoni, Yoichi Imori, Veronica Dusi, Bernardo Cortese, Antonio Montefusco, Federico Conrotto, Iacopo Colonnelli, Imad Sheiban, Gaetano Maria de Ferrari, Bon-Kwon Koo, Fabrizio D'Ascenzo | |
| Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 diagnosis | 2021 | Colonnelli, Iacopo; Cantalupo, Barbara; Spampinato, Concetto; Pennisi, Matteo; Aldinucci, Marco | |
| Bringing Cell Subpopulation Discovery on a Cloud-HPC Using rCASC and StreamFlow | 2023 | Contaldo, Sandro G.; Alessandri, Luca; Colonnelli, Iacopo; Beccuti, Marco; Aldinucci, Marco | |
| Bringing Cell Subpopulation Discovery on a Cloud-HPC Using rCASC and StreamFlow | 2023 | Contaldo S.G.; Alessandri L.; Colonnelli I.; Beccuti M.; Aldinucci M. | |
| CAPIO: a Middleware for Transparent I/O Streaming in Data-Intensive Workflows | 2023 | Alberto Riccardo Martinelli, Massimo Torquati, Marco Aldinucci, Iacopo Colonnelli, Barbara Cantalupo | |
| Cross-Facility Federated Learning | 2024 | Iacopo Colonnelli, Robert Birke, Giulio Malenza, Gianluca Mittone, Alberto Mulone, Jeroen Galjaard, Lydia Y. Chen, Sanzio Bassini, Gabriella Scipione, Jan Martinovič, Vit Vondrák, Marco Aldinucci | |
| Deep Learning at Scale | 2019 | Paolo Viviani, Maurizio Drocco, Daniele Baccega, Iacopo Colonnelli, Marco Aldinucci | |
| Distributed workflows with Jupyter | 2022 | Colonnelli I.; Aldinucci M.; Cantalupo B.; Padovani L.; Rabellino S.; Spampinato C.; Morelli R.; Di Carlo R.; Magini N.; Cavazzoni C. | |
| Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning | 2023 | 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 | |
| Experimenting with PyTorch on RISC-V | 2023 | Iacopo Colonnelli, Robert Birke, Marco Aldinucci | |
| Federated Learning meets HPC and cloud | 2023 | Iacopo Colonnelli, Bruno Casella, Gianluca Mittone, Yasir Arfat, Barbara Cantalupo, Roberto Esposito, Alberto Riccardo Martinelli, Doriana Medic, Marco Aldinucci | |
| HPC Application Cloudification: The StreamFlow Toolkit | 2021 | Iacopo Colonnelli; Barbara Cantalupo; Roberto Esposito; Matteo Pennisi; Concetto Spampinato; Marco Aldinucci | |
| Hybrid Workflows for Large - Scale Scientific Applications | 2022 | Iacopo Colonnelli; Marco Aldinucci | |
| Introducing SWIRL: An Intermediate Representation Language for Scientific Workflows | 2024 | Iacopo Colonnelli , Doriana Medić, Alberto Mulone, Viviana Bono, Luca Padovani, Marco Aldinucci | |
| Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets | 2021 | D'Ascenzo F.; De Filippo O.; Gallone G.; Mittone G.; Deriu M.A.; Iannaccone M.; Ariza-Sole A.; Liebetrau C.; Manzano-Fernandez S.; Quadri G.; Kinnaird T.; Campo G.; Simao Henriques J.P.; Hughes J.M.; Dominguez-Rodriguez A.; Aldinucci M.; Morbiducci U.; Patti G.; Raposeiras-Roubin S.; Abu-Assi E.; De Ferrari G.M.; Iacopo Colonnelli; Roberto Esposito; Yasir Arfat; Francesco Piroli; Andrea Saglietto; Federico Conrotto; Pierluigi Omedé; Antonio Montefusco; Mauro Pennone; Francesco Bruno; Pier Paolo Bocchino; Cantalupo Barbara; | |
| Model-Agnostic Federated Learning | 2023 | Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci |