Gianluca Mittone

19 papers A 1C 2Misc 1Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
Kenji-Endo: a BabyLM @EVALITA.
EVALITA
Calogero Jerik Scozzaro, Matteo Rinaldi, Gianluca Mittone, Marco Antonio Stranisci
2025 — conf
Benchmarking Federated Learning Frameworks' Scalability.
BigHPC@ITADATA
Gianluca Mittone, Samuele Fonio, Robert Birke, Marco Aldinucci
2025 — ed.
Proceedings of the 4th Italian Conference on Big Data and Data Science - Workshops (ITADATA-WS 2025), Turin, Italy, September 9-11, 2025.
ITADATA-WS
Francesco Pierri, Valentina Cesare, Gianluca Mittone, Bruno Casella, Alberto Vecchiato, Stefano Cirillo, Eliana Pastor, Serena Tardelli
2025 A conf
Reproducibility Report for SC25 Paper SIGMo: High-Throughput Batched Subgraph Isomorphism on GPUs for Molecular Matching.
SC
Gianluca Mittone
2025 J jnl
Workshop Scientific HPC in the pre-Exascale era (part of ITADATA 2024) Proceedings.
CoRR
Nicola Bena, Claudia Diamantini, Michela Natilli, Luigi Romano, Giovanni Stilo, Valentina Pansanella, Claudio A. Ardagna, Anna Monreale, Roberto Trasarti, Valentina Cesare, Gianluca Mittone, Emanuele De Rubeis, Alberto Vecchiato
2024 — conf
A Performance Analysis for Confidential Federated Learning.
SP (Workshops)
Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
2023 — conf
A Federated Learning Benchmark for Drug-Target Interaction.
WWW (Companion Volume)
Gianluca Mittone, Filip Svoboda, Marco Aldinucci, Nicholas D. Lane, Pietro Lió
2023 J jnl
A Federated Learning Benchmark for Drug-Target Interaction.
CoRR
Filip Svoboda, Gianluca Mittone, Nicholas D. Lane, Pietro Liò
2023 Misc conf
Distributed Edge Inference: an Experimental Study on Multiview Detection.
UCC
Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke
2023 — conf
Efficiently Distributed Federated Learning.
Euro-Par Workshops
Gianluca Mittone, Robert Birke, Marco Aldinucci
2023 J jnl
Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning.
CoRR
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
2023 — conf
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning.
CF
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
2023 — conf
Model-Agnostic Federated Learning.
Euro-Par
Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci
2023 J jnl
Model-Agnostic Federated Learning.
CoRR
Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci
2023 C conf
Pooling critical datasets with Federated Learning.
PDP
Yasir Arfat, Gianluca Mittone, Iacopo Colonnelli, Fabrizio D'Ascenzo, Roberto Esposito, Marco Aldinucci
2023 — conf
RISC-V-Based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters.
SAMOS
William Fornaciari, Federico Reghenzani, Federico Terraneo, Davide Baroffio, Cecilia Metra, Martin Omaña, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Robert Birke, Iacopo Colonnelli, Gianluca Mittone, Marco Aldinucci, Gabriele Mencagli, Francesco Iannone, Filippo Palombi, Giuseppe Zummo, Daniele Cesarini, Federico Tesser
2022 J jnl
Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach.
Microprocess. Microsystems
Giovanni Agosta, Marco Aldinucci, Carlos Álvarez, Roberto Ammendola, Yasir Arfat, Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo, Alessandro Celestini, Massimo Celino, Iacopo Colonnelli, Paolo Cretaro, Pasqua D'Ambra, Marco Danelutto, Roberto Esposito, Lionel Eyraud-Dubois, Antonio Filgueras, William Fornaciari, Ottorino Frezza, Andrea Galimberti, Francesco Giacomini, Brice Goglin, Daniele Gregori, Abdou Guermouche, Francesco Iannone, Michal Kulczewski, Francesca Lo Cicero, Alessandro Lonardo, Alberto Riccardo Martinelli, Michele Martinelli, Xavier Martorell, Giuseppe Massari, Simone Montangero, Gianluca Mittone, Raymond Namyst, Ariel Oleksiak, Paolo Palazzari, Pier Stanislao Paolucci, Federico Reghenzani, Cristian Rossi, Sergio Saponara, Francesco Simula, Federico Terraneo, Samuel Thibault, Massimo Torquati, Matteo Turisini, Piero Vicini, Miquel Vidal, Davide Zoni, Giuseppe Zummo
2021 J jnl
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI.
J. Parallel Distributed Comput.
Marco Aldinucci, Valentina Cesare, Iacopo Colonnelli, Alberto Riccardo Martinelli, Gianluca Mittone, Barbara Cantalupo, Carlo Cavazzoni, Maurizio Drocco
2021 C conf
TEXTAROSSA: Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascale.
DSD
Giovanni Agosta, Daniele Cattaneo, William Fornaciari, Andrea Galimberti, Giuseppe Massari, Federico Reghenzani, Federico Terraneo, Davide Zoni, Carlo Brandolese, Massimo Celino, Francesco Iannone, Paolo Palazzari, Giuseppe Zummo, Massimo Bernaschi, Pasqua D'Ambra, Sergio Saponara, Marco Danelutto, Massimo Torquati, Marco Aldinucci, Yasir Arfat, Barbara Cantalupo, Iacopo Colonnelli, Roberto Esposito, Alberto Riccardo Martinelli, Gianluca Mittone, Olivier Beaumont, Bérenger Bramas, Lionel Eyraud-Dubois, Brice Goglin, Abdou Guermouche, Raymond Namyst, Samuel Thibault, Antonio Filgueras, Miquel Vidal, Carlos Álvarez, Xavier Martorell, Ariel Oleksiak, Michal Kulczewski, Alessandro Lonardo, Piero Vicini, Francesca Lo Cicero, Francesco Simula, Andrea Biagioni, Paolo Cretaro, Ottorino Frezza, Pier Stanislao Paolucci, Matteo Turisini, Francesco Giacomini, Tommaso Boccali, Simone Montangero, Roberto Ammendola