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
BookedSlurm: meeting user needs for advanced resource reservations in Slurm
2025-01-01 Sandro Gepiro Contaldo, Lorenzo Bosio, Janneth Estefania Hoyos Rea, Elisa Li Perottino, Sergio Rabellino, Marco Aldinucci, Marco Beccuti, Iacopo Colonnelli
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
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
End-To-End Confidentiality with Sev-Snp Leveraging in-Memory Storage
2025-01-01 Lorenzo Brescia; Iacopo Colonnelli; Valerio Schiavoni; Pascal Felber; Marco Aldinucci
EuroHPC SPACE CoE: Redesigning Scalable Parallel Astrophysical Codes for Exascale. Invited Paper
2025-01-01 Shukla N.; Romeo A.; Caravita C.; Riha L.; Vysocky O.; Strakos P.; Jaros M.; Barbosa J.; Vavrik R.; Mignone A.; Rossazza M.; Truzzi S.; Berta V.; Colonnelli I.; Medic D.; Boella E.; Gregori D.; Sciacca E.; Tornatore L.; Taffoni G.; Deka P.J.; Bacchini F.; Wilhelm R.-P.; Doulis G.; Pierre K.; Rezzolla L.; Colman T.; Commercon B.; Bouizi O.; Kuhn M.; Raffin E.; Sergent M.; Wissing R.; Marin G.; Dolag K.; Karademir G.S.; Perna G.; Zanotti M.; Trujillo-Gomez S.
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
High Performance Visualization for Astrophysics and Cosmology
2025-01-01 Nicola Tuccari, Eva Sciacca, Fabio Vitello, Iacopo Colonnelli, Yolanda Becerra, Enric Sosa Cintero, Guillermo Marin, Milan Jaros, Lubomir Riha, Petr Strakos, Sebastian Trujillo-Gomez, Emiliano Tramontana, Robert Wissing
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
Model-Agnostic Federated Learning
2023-01-01 Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci
Overcoming Dynamic I/O Boundaries: a Double-Sided Streaming Methodology with dispel4py and CAPIO
2025-01-01 Santimaria M.E.; Filgueira R.; Medic D.; Colonnelli I.; Aldinucci M.
| 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 | |
| BookedSlurm: meeting user needs for advanced resource reservations in Slurm | 2025 | Sandro Gepiro Contaldo, Lorenzo Bosio, Janneth Estefania Hoyos Rea, Elisa Li Perottino, Sergio Rabellino, Marco Aldinucci, Marco Beccuti, Iacopo Colonnelli | |
| 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 | |
| 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 | |
| End-To-End Confidentiality with Sev-Snp Leveraging in-Memory Storage | 2025 | Lorenzo Brescia; Iacopo Colonnelli; Valerio Schiavoni; Pascal Felber; Marco Aldinucci | |
| EuroHPC SPACE CoE: Redesigning Scalable Parallel Astrophysical Codes for Exascale. Invited Paper | 2025 | Shukla N.; Romeo A.; Caravita C.; Riha L.; Vysocky O.; Strakos P.; Jaros M.; Barbosa J.; Vavrik R.; Mignone A.; Rossazza M.; Truzzi S.; Berta V.; Colonnelli I.; Medic D.; Boella E.; Gregori D.; Sciacca E.; Tornatore L.; Taffoni G.; Deka P.J.; Bacchini F.; Wilhelm R.-P.; Doulis G.; Pierre K.; Rezzolla L.; Colman T.; Commercon B.; Bouizi O.; Kuhn M.; Raffin E.; Sergent M.; Wissing R.; Marin G.; Dolag K.; Karademir G.S.; Perna G.; Zanotti M.; Trujillo-Gomez S. | |
| 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 | |
| High Performance Visualization for Astrophysics and Cosmology | 2025 | Nicola Tuccari, Eva Sciacca, Fabio Vitello, Iacopo Colonnelli, Yolanda Becerra, Enric Sosa Cintero, Guillermo Marin, Milan Jaros, Lubomir Riha, Petr Strakos, Sebastian Trujillo-Gomez, Emiliano Tramontana, Robert Wissing | |
| 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 | |
| Model-Agnostic Federated Learning | 2023 | Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci | |
| Overcoming Dynamic I/O Boundaries: a Double-Sided Streaming Methodology with dispel4py and CAPIO | 2025 | Santimaria M.E.; Filgueira R.; Medic D.; Colonnelli I.; Aldinucci M. |