Alessio Orsino

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Machine Learning

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

Publications

Riccardo Cantini, Alessio Orsino, Domenico Talia
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices. J. Big Data 11 (1) (2024)
Riccardo Cantini, Giada Cosenza, Alessio Orsino, Domenico Talia
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation. CoRR (2024)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez-Novoa
Block size estimation for data partitioning in HPC applications using machine learning techniques. J. Big Data 11 (1) (2024)
Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. DCOSS-IoT (2023)
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning. IEEE Access 11 (2023)
Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. PDP (2023)
Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Edge Computing Solutions for Distributed Machine Learning. DASC/PiCom/CBDCom/CyberSciTech (2022)
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Programming big data analysis: principles and solutions. J. Big Data 9 (1) (2022)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez
Block size estimation for data partitioning in HPC applications using machine learning techniques. CoRR (2022)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines. Future Internet 13 (5) (2021)
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Martina Passarelli, Paolo Trunfio
A visual tool for reducing returns in e-commerce platforms. RTSI (2021)