COLONNELLI, Iacopo
COLONNELLI, Iacopo
INFORMATICA
A Performance Analysis for Confidential Federated Learning
In corso di stampa 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 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
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
Model-Agnostic Federated Learning
2023-01-01 Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci
Pooling critical datasets with Federated Learning
2023-01-01 Yasir Arfat; Gianluca Mittone; Iacopo Colonnelli; Fabrizio D'Ascenzo; Roberto Esposito; Marco Aldinucci
Practical Parallelization of Scientific Applications
2020-01-01 Valentina Cesare, Iacopo Colonnelli, Marco Aldinucci
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI
2021-01-01 Aldinucci M.; Cesare V.; Colonnelli I.; Martinelli A.R.; Mittone G.; Cantalupo B.; Cavazzoni C.; Drocco M.
RISC-V-based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters
2023-01-01 William Fornaciari, Federico Reghenzani, Federico Terraneo, Davide Baroffio, Cecilia Metra, Martin Omana, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Robert Birke, Iacopo Colonnelli, Gianluca Mittone, Marco Aldinucci, Gabriele Mencagli, Francesco Iannone, Filippo Palombi, Giuseppe Zummo, and Daniele Cesarini, Federico Tesser
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
A Performance Analysis for Confidential Federated Learning | In corso di stampa | 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 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 | |
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 | |
Model-Agnostic Federated Learning | 2023 | Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci | |
Pooling critical datasets with Federated Learning | 2023 | Yasir Arfat; Gianluca Mittone; Iacopo Colonnelli; Fabrizio D'Ascenzo; Roberto Esposito; Marco Aldinucci | |
Practical Parallelization of Scientific Applications | 2020 | Valentina Cesare, Iacopo Colonnelli, Marco Aldinucci | |
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI | 2021 | Aldinucci M.; Cesare V.; Colonnelli I.; Martinelli A.R.; Mittone G.; Cantalupo B.; Cavazzoni C.; Drocco M. | |
RISC-V-based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters | 2023 | William Fornaciari, Federico Reghenzani, Federico Terraneo, Davide Baroffio, Cecilia Metra, Martin Omana, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Robert Birke, Iacopo Colonnelli, Gianluca Mittone, Marco Aldinucci, Gabriele Mencagli, Francesco Iannone, Filippo Palombi, Giuseppe Zummo, and Daniele Cesarini, Federico Tesser |