Publications

Publications by Alessio Orsino

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    Books

  1. D. Talia, P. Trunfio, F. Marozzo, L. Belcastro, R. Cantini, A. Orsino, Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs, World Scientific, 2024. Note: ISBN: 978-1-80061-504-5.


    2. Papers in journals

  2. R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, R. Badia, J. Ejarque, F. Vazquez-Novoa, "Block size estimation for data partitioning in HPC applications using machine learning techniques". Journal of Big Data, vol. 11, n. 19, 2024.

  3. L. Belcastro, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Edge-cloud continuum solutions for urban mobility prediction and planning". IEEE Access, vol. 11, pp. 38864-38874, 2023.

  4. L. Belcastro, R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Programming Big Data Analysis: Principles and Solutions". Journal of Big Data, vol. 9, n. 4, 2022.

  5. R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines". Future Internet, vol. 13, n. 5, 2021.


    6. Book chapters

  6. R. Cantini, F. Marozzo, A. Orsino, "Deep learning meets smart agriculture: using LSTM networks to handle anomalous and missing sensor data in the compute continuum". In: Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications, pp. 141-153, 2024.

  7. A. Orsino, R. Cantini, F. Marozzo, "Evaluating the performance of a multimodal speaker tracking system at the edge-to-cloud continuum". In: Device-Edge-Cloud Continuum - Paradigms, Architectures and Applications, pp. 155-166, 2024.

  8. L. Belcastro, F. Marozzo, A. Orsino, "Hybrid edge/cloud solutions for supporting autonomous vehicles". In: Advances in Autonomous Vehicle Systems, 2023.


    9. Papers in conference proceedings

  9. L. Belcastro, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility". 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023), pp. 338-344, 2023.

  10. F. Marozzo, A. Orsino, P. Trunfio, D. Talia, "Scaling machine learning at the edge-cloud: a distributed computing perspective". 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, pp. 761-767, 2023.

  11. F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Edge Computing Solutions for Distributed Machine Learning". IEEE International Conference on Cloud and Big Data Computing (CBDCom), pp. 1-8, 2022.

  12. R. Cantini, F. Marozzo, A. Orsino, M. Passarelli, P. Trunfio, "A visual tool for reducing returns in e-commerce platforms". 6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021), pp. 474-479, September 2021.