Publications

Publications by Loris Belcastro

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  1. L. Belcastro, F. Marozzo, A. Presta, D. Talia, "A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum". 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024. Note: To appear.

    2. 2024

  2. 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.

  3. L. Belcastro, F. Marozzo, P. Trunfio, "Infrastructures for High-Performance Computing: Cloud Computing". In: Reference Module in Life Sciences, Elsevier, 2024. Note: ISBN: 978-0-12-809633-8.

  4. L. Belcastro, C. Cosentino, F. Marozzo, "Infrastructures for High-Performance Computing: Cloud Infrastructures". In: Reference Module in Life Sciences, Elsevier, 2024. Note: ISBN: 978-0-12-809633-8.

  5. L. Belcastro, S. Giampà, F. Marozzo, D. Talia, P. Trunfio, R. Badia, J. Ejarque, N. Mammadli, "Boosting HPC Data Analysis Performance with the ParSoDA-Py Library". Journal of Supercomputing, 2024.

    6. 2023

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

  7. 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.

  8. 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.

  9. L. Belcastro, D. Carbone, C. Cosentino, F. Marozzo, P. Trunfio, "Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data". Algorithms, n. 12, 2023.

    10. 2022

  10. F. Marozzo, L. Belcastro, "High performance framework to analyze microarray data". In: Microarray Data Analysis: Methods and Protocols, Springer, vol. 2401 , pp. 13-27, 2022.

  11. 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.

  12. L. Belcastro, R. Cantini, F. Marozzo, "Knowledge Discovery From Large Amounts Of Social Media Data". Applied Sciences, vol. 12, n. 3, 2022.

  13. L. Belcastro, F. Branda, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Analyzing voter behavior on social media during the 2020 US presidential election campaign". Social Network Analysis and Mining, 2022.

  14. F. Marozzo, L. Belcastro, "Cloud Computing for Big Data Analysis". Applied Sciences, vol. 12, n. 20, 2022.

  15. L. Belcastro, F. Marozzo, "Workflow systems for Big data analysis". In: Encyclopedia of Big Data Technologies, A. Zomaya, J. Taheri, S. Sakr (Editors), pp. 1-7, 2022. Note: ISBN 978-3-319-63962-8.

  16. F. Marozzo, L. Belcastro, "Cloud Computing for Big Data Analysis". In: Encyclopedia of Big Data Technologies, A. Zomaya, J. Taheri, S. Sakr (Editors), 2022. Note: ISBN 978-3-319-63962-8.

    17. 2021

  17. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Cloud computing for enabling Big Data analysis". The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020), pp. 84-109, May 2021. Note: ISBN 978-3-030-72369-9.

  18. L. Belcastro, M. Kechadi, F. Marozzo, L. Pastore, D. Talia, P. Trunfio, "Parallel extraction of Regions-of-Interest from social media data". Concurrency and Computation: Practice and Experience, vol. 33, n. 8, pp. e5638, 2021.

  19. S. Giampà, L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A data-aware scheduling strategy for executing large-scale distributed workflows". IEEE Access, vol. 9, pp. 47354-47364, 2021. Note: ISSN: 2169-3536.

  20. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, F. Branda, T. Palpanas, M. Imran, "Using Social Media for Sub-Event Detection during Disasters". Journal of Big Data, vol. 8, n. 79, 2021.

  21. L. Belcastro, F. Marozzo, E. Perrella, "Automatic detection of user trajectories from social media posts". Expert Systems with Applications, vol. 186, pp. 115733, 2021.

  22. L. Belcastro, A. Falcone, A. Garro, F. Marozzo, "Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments". 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), pp. 1-8, 2021.

    23. 2020

  23. D. Talia, P. Trunfio, F. Marozzo, L. Belcastro, J. Garcia Blas, D. Del Rio, P. Couvée, G. Goret, L. Vincent, A. Fernàndez-Pena, D. Martin de Blas, M. Nardi, T. Pizzuti, A. Spataru, M. Justyna, "A Novel Data-Centric Programming Model for Large-Scale Parallel Systems". Euro-Par 2019: Parallel Processing Workshops, Gottingen, Germany, Lecture Notes in Computer Science, pp. 452-463, August 2020. Note: ISBN: 978-3-030-48339-5.

  24. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Learning Political Polarization on Social Media using Neural Networks". IEEE Access, vol. 8, n. 1, pp. 47177-47187, 2020.

    25. 2019

  25. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A High-Level Programming Library for Mining Social Media on HPC Systems". Post-Proc. of the High Performance Computing Workshop 2018, Cetraro, Italy, Advances in Parallel Computing, Advances in Parallel Computing, vol. 34, pp. 3-21, IOS Press, July 2019.

  26. L. Belcastro, F. Marozzo, P. Trunfio, "A Scalable Middleware for Context-aware Mobile Applications". International Journal of Ad Hoc and Ubiquitous Computing, vol. 31, n. 2, pp. 112-122, 2019.

  27. L. Belcastro, F. Marozzo, D. Talia, "Programming Models and Systems for Big Data Analysis". International Journal of Parallel, Emergent and Distributed Systems, vol. 34, pp. 632-652, 2019.

  28. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "ParSoDA: High-Level Parallel Programming for Social Data Mining". Social Network Analysis and Mining, vol. 9, n. 1, 2019.

  29. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users". 5th International Symposium, ALGOCLOUD 2019, Munich, Germany, pp. 15-24, 2019.

  30. L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Discovering Political Polarization on Social Media: A Case Study". 15th International Conference on Semantics, Knowledge and Grids (SKG), Guangzhou, China, pp. 182-189, 2019.

    31. 2018

  31. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data". ACM Transactions on Knowledge Discovery from Data, vol. 12, n. 3, pp. 27:1-27:22, 2018.

  32. L. Belcastro, F. Marozzo, "Workflow systems for Big data analysis". In: Encyclopedia of Big Data Technologies, S. Sakr, A. Zomaya (Editors), Springer, pp. 1-6, 2018. Note: ISBN 978-3-319-63962-8.

  33. F. Marozzo, L. Belcastro, "Cloud computing for Big Data analysis". In: Encyclopedia of Big Data Technologies, S. Sakr, A. Zomaya (Editors), Springer, 2018. Note: ISBN 978-3-319-63962-8.

    34. 2017

  34. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Big Data Analysis on Clouds". In: Handbook of Big Data Technologies, A. Zomaya, S. Sakr (Editors), Springer, pp. 101-142, 2017. Note: ISBN: 978-3-319-49339-8.

  35. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Appraising SPARK on Large-Scale Social Media Analysis". Euro-Par Workshops, Santiago de Compostela, Spain, Lecture Notes in Computer Science , pp. 483-495, August 2017. Note: ISBN: 978-3-319-75178-8.

  36. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A Parallel Library for Social Media Analytics". The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), Genoa, Italy, pp. 683--690, July 2017. Note: ISBN 978-1-5386-3250-5.

    37. 2016

  37. L. Belcastro, G. Di Lieto, M. Lackovic, F. Marozzo, P. Trunfio, "Geocon: A Middleware for Location-aware Ubiquitous Applications". Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), Granada, Spain, pp. 234-243, December 2016. Note: ISBN: 978-3-319-49956-7.

  38. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Using Scalable Data Mining for Predicting Flight Delays". ACM Transactions on Intelligent Systems and Technology, vol. 8, n. 1, pp. 5:1-5:20, 2016.

    39. 2015

  39. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Programming Visual and Script-based Big Data Analytics Workflows on Clouds". Post-Proc. of the High Performance Computing Workshop 2014, Cetraro, Italy, Advances in Parallel Computing, vol. 26, pp. 18--31, IOS Press, 2015. Note: ISBN: 978-1-61499-582-1.

    40. 2011

  40. M. Tropea, F. Veltri, F. De Rango, F. Santamaria, L. Belcastro, "Two step based QoS scheduler for DVB-S2 satellite system". IEEE International Conference on Communications, 2011.