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Alessio Orsino
Alessio Orsino
PhD student in Information and Communication Technologies, DIMES - University of Calabria
Verified email at dimes.unical.it - Homepage
Title
Cited by
Cited by
Year
Programming big data analysis: principles and solutions
L Belcastro, R Cantini, F Marozzo, A Orsino, D Talia, P Trunfio
Journal of Big Data 9 (1), 4, 2022
592022
Edge-cloud continuum solutions for urban mobility prediction and planning
L Belcastro, F Marozzo, A Orsino, D Talia, P Trunfio
IEEE Access 11, 38864-38874, 2023
142023
Edge computing solutions for distributed machine learning
F Marozzo, A Orsino, D Talia, P Trunfio
2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2022
142022
Block size estimation for data partitioning in HPC applications using machine learning techniques
R Cantini, F Marozzo, A Orsino, D Talia, P Trunfio, RM Badia, J Ejarque, ...
Journal of Big Data 11 (1), 19, 2024
52024
Exploiting machine learning for improving in-memory execution of data-intensive workflows on parallel machines
R Cantini, F Marozzo, A Orsino, D Talia, P Trunfio
Future Internet 13 (5), 121, 2021
52021
Using the compute continuum for data analysis: Edge-cloud integration for urban mobility
L Belcastro, F Marozzo, A Orsino, D Talia, P Trunfio
2023 31st Euromicro International Conference on Parallel, Distributed and …, 2023
22023
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation
R Cantini, G Cosenza, A Orsino, D Talia
arXiv preprint arXiv:2407.08441, 2024
12024
Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs
D Talia, P Trunfio, F Marozzo, L Belcastro, R Cantini, A Orsino
12024
Evaluating the performance of a multimodal speaker tracking system at the edge-to-cloud continuum
A Orsino, R Cantini, F Marozzo
Device-Edge-Cloud Continuum: Paradigms, Architectures and Applications, 155-166, 2023
12023
Deep learning meets smart agriculture: using LSTM networks to handle anomalous and missing sensor data in the compute continuum
R Cantini, F Marozzo, A Orsino
Device-Edge-Cloud Continuum: Paradigms, Architectures and Applications, 141-153, 2023
12023
Scaling machine learning at the edge-cloud: a distributed computing perspective
F Marozzo, A Orsino, D Talia, P Trunfio
2023 19th International Conference on Distributed Computing in Smart Systems …, 2023
12023
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices
R Cantini, A Orsino, D Talia
Journal of Big Data 11 (1), 63, 2024
2024
Models, Languages and Tools for High-Performance Computing
A Orsino, D Talia
Elsevier, 2024
2024
Hybrid edge/cloud solutions for supporting autonomous vehicles
L Belcastro, F Marozzo, A Orsino
Autonomous Vehicles and Systems: A Technological and Societal, 255-268, 2022
2022
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