Giulio Malenza

PhD Student
Computer Science Department, University of Turin
Parallel Computing group
Via Pessinetto 12, 10149 Torino – Italy
E-mail:  giulio.malenza@unito.it

Short Bio

Giulio Malenza is a Ph.D. student in computer science at the University of Turin. He has a master in High Performance Computing, a master degree in Mathematical Engineering and a bachelor degree in Physics.

Fields of interest:

  • High Performance Computing
  • Parallel Computing
  • Scientific Computing

Publications

2024

Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke

Distributed Edge Inference: an Experimental Study on Multiview Detection Proceedings Article

In: Proc. of the 16th IEEE/ACM Intl. Conference on Utility and Cloud Computing Companion (UCC), pp. 1-6, ACM, Taormina, Italy, 2024, (eupilot, icsc).

Abstract | Links | BibTeX | Tags: ai, eupilot, icsc

Giulio Malenza, Valentina Cesare, Marco Aldinucci, Ugo Becciani, Alberto Vecchiato

Toward HPC application portability via C++ PSTL: the Gaia AVU-GSR code assessment Journal Article

In: The Journal of Supercomputing, 2024, ISSN: 09208542.

Abstract | Links | BibTeX | Tags: eupex, HPC, icsc

Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci

Benchmarking Parallelization Models through Karmarkar Interior-point method Proceedings Article

In: Chis, Horacio González-Vélez Adriana E. (Ed.): Proc. of 32nd Euromicro intl. Conference on Parallel, Distributed and Network-based Processing (PDP), pp. 1-8, IEEE, Dublin, Ireland, 2024, ISSN: 2377-5750.

Abstract | Links | BibTeX | Tags: HPC, icsc

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

Cross-Facility Federated Learning Journal Article

In: Procedia Computer Science, vol. 240, pp. 3–12, 2024, ISSN: 1877-0509.

Abstract | Links | BibTeX | Tags: icsc, space, streamflow

Talks

2024

Giulio Malenza

Exploiting C++ Parallel Algorithms through FastFlow Miscellaneous

2024.

Abstract | Links | BibTeX | Tags: icsc

Giulio Malenza

Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU Miscellaneous

2024.

Abstract | Links | BibTeX | Tags: ai, DYMAN, icsc

Giulio Malenza

Preliminary analysis of model parallelism applications on a 64-core RV64 Server CPU Miscellaneous

2024.

Abstract | Links | BibTeX | Tags: eupilot, icsc

Iacopo Colonnelli, Robert Birke, Giulio Malenza, Gianluca Mittone, Alberto Mulone, Marco Aldinucci

Cross-Facility Federated Learning - Part II Miscellaneous

2024, (Invited talk).

Links | BibTeX | Tags: eupex, icsc, space

Giulio Malenza, Marco Edoardo Santimaria

Benchmarking Parallelization Models through Karmarkar`s algorithm Miscellaneous

2024.

Abstract | Links | BibTeX | Tags: HPC, icsc

2023

Iacopo Colonnelli, Robert Birke, Giulio Malenza, Gianluca Mittone, Alberto Mulone, Marco Aldinucci, Valerio Basile, Marco Antonio Stranisci, Viviana Patti, Jeroen Galjaard, Lydia Y. Chen, Sanzio Bassini, Massimiliano Guarrasi, Gabriella Scipione, Jan Martinovič, Vit Vondrák

Cross-Facility Federated Learning Miscellaneous

1st EuroHPC User Day, 2023.

Links | BibTeX | Tags: across, ai, eupex, eupilot, HPC

Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke

Distributed Edge Inference: an Experimental Study on Multiview Detection Miscellaneous

The 16th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2023), 2023.

Abstract | Links | BibTeX | Tags: ai, eupilot, icsc

Giulio Malenza, Valentina Cesare, Marco Aldinucci

Performance portability in HPC: the Gaia use-case. Miscellaneous

2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023.

Links | BibTeX | Tags: icsc

Giulio Malenza

Building an accelerated OpenFOAM Proof-of-Concept application using Modern C++. Miscellaneous

18th OpenFOAM Workshop 2023, Genova, 2023.

Links | BibTeX | Tags: icsc