| Vol-4130 urn:nbn:de:0074-4130-x Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ITADATA-WS 2025
Italian Conference on Big Data and Data Science - Workshops 2025

### Proceedings of the 4th Italian Conference on Big Data and Data Science - Workshops (ITADATA-WS 2025)

### Turin, Italy, September 9-11, 2025.

Edited by

### Francesco Pierri 1
Valentina Cesare 2
Gianluca Mittone 3
Bruno Casella 3
Alberto Vecchiato 4
Stefano Cirillo 5
Eliana Pastor 6
Serena Tardelli 7

1 Politecnico di Milano, Milan, Italy
2 INAF-IRA, Bologna, Italy
3 Università degli Studi di Torino, Turin, Italy
4 INAF-OATO, Pino Torinese, Italy
5 Università degli Studi di Salerno, Salerno, Italy
6 Politecnico di Torino, Turin, Italy
7 IIT-CNR, Pisa, Italy

## Table of Contents

Summary: There were 11 papers submitted for peer-review to this workshop. Out of these, 7 papers were accepted for this volume.

### Session 1: Invited Papers - Extended Abstracts

- Quantum-Enhanced Causal Inference for High-Dimensional Astronomical Data - Extended Abstract
  Gabriele Gianini, Michele Banfi, Corrado Mio, Alberto Leporati, Mario Pasquato
- Next-Generation Fast Radio Burst Telescopes in the Exascale Era - Extended Abstract Matteo Trudu

### Session 2: Regular and Short Papers

- Exascale In-situ Visualization for Astronomy & Cosmology Nicola Tuccari, Eva Sciacca, Yolanda Becerra, Enric Sosa Cintero, Emiliano Tramontana
- Automatic Code Decomposition, Parallelization, and Distribution on Heterogeneous Systems. A Case Study on Training a Neural Network for Image Classification Salvatore D'Angelo, Beniamino Di Martino, Pasquale Vassallo, Vito Alessandro Liccardo, Antonio Esposito, Andrea Carollo, Giacomo Corridori, Gianmarco Spinatelli, Francesco Polzella
- Demystifying Power-of-Two Quantization: Benchmarking Inference on AVX and RVV Saleh Jamali Golzar, Giuseppe Pagano, Biagio Cosenza
- Are Large Language Models Better Peer‑Reviewers Than Humans? An Early Investigation on OpenReview Gianluca Bonifazi, Christopher Buratti, Michele Marchetti, Federica Parlapiano, Davide Traini, Domenico Ursino, Luca Virgili
- Towards a Realtime FRB Pipeline at the Northern Cross Radio Telescope Adrian De Barro, Alessio Magro, Keith Bugeja, Giovanni Naldi, Nicola Ragno, Francesco Fiori, Valentina Cesare
- The Hazard Mapping and vulnerability Monitoring (HaMMon) Post-Event Analysis Pipeline Leonardo Pelonero, Mauro Imbrosciano, Eva Sciacca, Fabio Vitello, Alessandra Casale, Stefano Stalio, Sandra Parlati
- From Scratch to Large Pre-Trained Models: a Comparative Study for Medical Image Classification Giovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio Antonio Celesti

2025-11-25: submitted by Francesco Pierri, metadata incl. bibliographic data published under Creative Commons CC0
2025-12-15: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|