Publications by Loris Belcastro
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- 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.
- 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.
- 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.
- 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.
- 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.
- L. Belcastro, R. Cantini, F. Marozzo, "Knowledge Discovery From Large Amounts Of Social Media Data". Applied Sciences, vol. 12, n. 3, 2022.
- 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.
- F. Marozzo, L. Belcastro, "Cloud Computing for Big Data Analysis". Applied Sciences, vol. 12, n. 20, 2022.
- 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.
- 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.
- 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.
- L. Belcastro, F. Marozzo, E. Perrella, "Automatic detection of user trajectories from social media posts". Expert Systems with Applications, vol. 186, pp. 115733, 2021.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- L. Belcastro, F. Marozzo, A. Orsino, "Hybrid edge/cloud solutions for supporting autonomous vehicles". In: Advances in Autonomous Vehicle Systems, 2023.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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), pp. 576-582, 2024.
- L. Belcastro, F. Marozzo, A. Presta, R. Varchera, A. Vinci, "Developing Platform-Agnostic IIoT Applications in Edge-Cloud Environments". International Conference on Industry 4.0 & Smart Manufacturing 2024 (ISM 2024), 2024. Note: To appear.
- 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.
- 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.
- 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.
- D. Talia, P. Trunfio, F. Marozzo, L. Belcastro, J. Garcia Blas, D. Del Rio, P. Couvée, G. Goret, L. Vincent, A. Fernà ndez-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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.