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

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