BibTeX records: Fabrizio Marozzo

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@book{DBLP:books/ws/TaliaTMBCO24,
  author       = {Domenico Talia and
                  Paolo Trunfio and
                  Fabrizio Marozzo and
                  Loris Belcastro and
                  Riccardo Cantini and
                  Alessio Orsino},
  title        = {Programming Big Data Applications - Scalable Tools and Frameworks
                  for Your Needs},
  publisher    = {WorldScientific},
  year         = {2024},
  url          = {https://doi.org/10.1142/q0444},
  doi          = {10.1142/Q0444},
  isbn         = {9781800615045},
  timestamp    = {Wed, 04 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/ws/TaliaTMBCO24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/CantiniMOTTBEV24,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio and
                  Rosa M. Badia and
                  Jorge Ejarque and
                  Fernando V{\'{a}}zquez{-}Novoa},
  title        = {Block size estimation for data partitioning in {HPC} applications
                  using machine learning techniques},
  journal      = {J. Big Data},
  volume       = {11},
  number       = {1},
  pages        = {19},
  year         = {2024},
  url          = {https://doi.org/10.1186/s40537-023-00862-w},
  doi          = {10.1186/S40537-023-00862-W},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/CantiniMOTTBEV24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/BelcastroGMTTBEM24,
  author       = {Loris Belcastro and
                  Salvatore Giamp{\`{a}} and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio and
                  Rosa M. Badia and
                  Jorge Ejarque and
                  Nihad Mammadli},
  title        = {Boosting {HPC} data analysis performance with the ParSoDA-Py library},
  journal      = {J. Supercomput.},
  volume       = {80},
  number       = {8},
  pages        = {11741--11761},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11227-023-05883-z},
  doi          = {10.1007/S11227-023-05883-Z},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tjs/BelcastroGMTTBEM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/BelcastroMPT24,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Aleandro Presta and
                  Domenico Talia},
  title        = {A Spark-based Task Allocation Solution for Machine Learning in the
                  Edge-Cloud Continuum},
  booktitle    = {20th International Conference on Distributed Computing in Smart Systems
                  and the Internet of Things, DCOSS-IoT 2024, Abu Dhabi, United Arab
                  Emirates, April 29 - May 1, 2024},
  pages        = {576--582},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/DCOSS-IoT61029.2024.00090},
  doi          = {10.1109/DCOSS-IOT61029.2024.00090},
  timestamp    = {Mon, 19 Aug 2024 20:57:13 +0200},
  biburl       = {https://dblp.org/rec/conf/dcoss/BelcastroMPT24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/MarozzoV24,
  author       = {Fabrizio Marozzo and
                  Andrea Vinci},
  title        = {Design of Platform-Independent IoT Applications in the Edge-Cloud
                  Continuum},
  booktitle    = {20th International Conference on Distributed Computing in Smart Systems
                  and the Internet of Things, DCOSS-IoT 2024, Abu Dhabi, United Arab
                  Emirates, April 29 - May 1, 2024},
  pages        = {589--594},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/DCOSS-IoT61029.2024.00092},
  doi          = {10.1109/DCOSS-IOT61029.2024.00092},
  timestamp    = {Mon, 19 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dcoss/MarozzoV24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/CantiniCM24,
  author       = {Riccardo Cantini and
                  Cristian Cosentino and
                  Fabrizio Marozzo},
  editor       = {Ilias Maglogiannis and
                  Lazaros S. Iliadis and
                  John MacIntyre and
                  Markos Avlonitis and
                  Antonios Papaleonidas},
  title        = {Multi-dimensional Classification on Social Media Data for Detailed
                  Reporting with Large Language Models},
  booktitle    = {Artificial Intelligence Applications and Innovations - 20th {IFIP}
                  {WG} 12.5 International Conference, {AIAI} 2024, Corfu, Greece, June
                  27-30, 2024, Proceedings, Part {II}},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {712},
  pages        = {100--114},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-63215-0\_8},
  doi          = {10.1007/978-3-031-63215-0\_8},
  timestamp    = {Thu, 04 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/CantiniCM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/KashanskyKBMZS24,
  author       = {Vladislav Kashansky and
                  Sara Agha Hossein Kashani and
                  Javier Garc{\'{\i}}a Blas and
                  Fabrizio Marozzo and
                  Hai Zhuge and
                  Xiaoping Sun},
  editor       = {Adriana E. Chis and
                  Horacio Gonz{\'{a}}lez{-}V{\'{e}}lez},
  title        = {An Innovative Control Approach for Cyber-Physical Transportation Systems:
                  The Case of Monte-Carlo Workflow Computations},
  booktitle    = {32nd Euromicro International Conference on Parallel, Distributed and
                  Network-Based Processing, {PDP} 2024, Dublin, Ireland, March 20-22,
                  2024},
  pages        = {153--160},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/PDP62718.2024.00029},
  doi          = {10.1109/PDP62718.2024.00029},
  timestamp    = {Mon, 22 Apr 2024 21:24:59 +0200},
  biburl       = {https://dblp.org/rec/conf/pdp/KashanskyKBMZS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-17477,
  author       = {Loris Belcastro and
                  Riccardo Cantini and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Detecting mental disorder on social media: a ChatGPT-augmented explainable
                  approach},
  journal      = {CoRR},
  volume       = {abs/2401.17477},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.17477},
  doi          = {10.48550/ARXIV.2401.17477},
  eprinttype    = {arXiv},
  eprint       = {2401.17477},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-17477.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BelcastroMOTT23,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {38864--38874},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACCESS.2023.3267471},
  doi          = {10.1109/ACCESS.2023.3267471},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/BelcastroMOTT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/BelcastroCCMT23,
  author       = {Loris Belcastro and
                  Domenico Carbone and
                  Cristian Cosentino and
                  Fabrizio Marozzo and
                  Paolo Trunfio},
  title        = {Enhancing Cryptocurrency Price Forecasting by Integrating Machine
                  Learning with Social Media and Market Data},
  journal      = {Algorithms},
  volume       = {16},
  number       = {12},
  pages        = {542},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16120542},
  doi          = {10.3390/A16120542},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/BelcastroCCMT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/MarozzoT23,
  author       = {Fabrizio Marozzo and
                  Domenico Talia},
  title        = {Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning
                  Systems},
  journal      = {Big Data Cogn. Comput.},
  volume       = {7},
  number       = {2},
  pages        = {104},
  year         = {2023},
  url          = {https://doi.org/10.3390/bdcc7020104},
  doi          = {10.3390/BDCC7020104},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bdcc/MarozzoT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/MarozzoOTT23,
  author       = {Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Scaling Machine Learning at the Edge-Cloud: {A} Distributed Computing
                  Perspective},
  booktitle    = {19th International Conference on Distributed Computing in Smart Systems
                  and the Internet of Things, DCOSS-IoT 2023, Pafos, Cyprus, June 19-21,
                  2023},
  pages        = {761--767},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DCOSS-IoT58021.2023.00119},
  doi          = {10.1109/DCOSS-IOT58021.2023.00119},
  timestamp    = {Mon, 17 Jun 2024 13:21:54 +0200},
  biburl       = {https://dblp.org/rec/conf/dcoss/MarozzoOTT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/CantiniCKMT23,
  author       = {Riccardo Cantini and
                  Cristian Cosentino and
                  Irene Kilanioti and
                  Fabrizio Marozzo and
                  Domenico Talia},
  editor       = {Albert Bifet and
                  Ana Carolina Lorena and
                  Rita P. Ribeiro and
                  Jo{\~{a}}o Gama and
                  Pedro H. Abreu},
  title        = {Unmasking {COVID-19} False Information on Twitter: {A} Topic-Based
                  Approach with {BERT}},
  booktitle    = {Discovery Science - 26th International Conference, {DS} 2023, Porto,
                  Portugal, October 9-11, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14276},
  pages        = {126--140},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-45275-8\_9},
  doi          = {10.1007/978-3-031-45275-8\_9},
  timestamp    = {Sat, 14 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/CantiniCKMT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/goodit/KashanskyKZBM23,
  author       = {Vladislav Kashansky and
                  Sara Agha Hossein Kashani and
                  Hai Zhuge and
                  Javier Garc{\'{\i}}a Blas and
                  Fabrizio Marozzo},
  title        = {Intelligent and Sustainable Transportation through Multi-Objective
                  Model for the Logistic Route-Order Dispatching System},
  booktitle    = {Proceedings of the 2023 {ACM} Conference on Information Technology
                  for Social Good, GoodIT 2023, Lisbon, Portugal, September 6-8, 2023},
  pages        = {530--536},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3582515.3609578},
  doi          = {10.1145/3582515.3609578},
  timestamp    = {Thu, 31 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/goodit/KashanskyKZBM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/BelcastroMOTT23,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Raffaele Montella and
                  Javier Garc{\'{\i}}a Blas and
                  Daniele D'Agostino},
  title        = {Using the Compute Continuum for Data Analysis: Edge-cloud Integration
                  for Urban Mobility},
  booktitle    = {31st Euromicro International Conference on Parallel, Distributed and
                  Network-Based Processing, {PDP} 2023, Naples, Italy, March 1-3, 2023},
  pages        = {338--344},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/PDP59025.2023.00058},
  doi          = {10.1109/PDP59025.2023.00058},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pdp/BelcastroMOTT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/CantiniMTT22,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Analyzing Political Polarization on Social Media by Deleting Bot Spamming},
  journal      = {Big Data Cogn. Comput.},
  volume       = {6},
  number       = {1},
  pages        = {3},
  year         = {2022},
  url          = {https://doi.org/10.3390/bdcc6010003},
  doi          = {10.3390/BDCC6010003},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bdcc/CantiniMTT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/EjarqueBAABBBBD22,
  author       = {Jorge Ejarque and
                  Rosa M. Badia and
                  Lo{\"{\i}}c Albertin and
                  Giovanni Aloisio and
                  Enrico Baglione and
                  Yolanda Becerra and
                  Stefan Boschert and
                  Julian R. Berlin and
                  Alessandro D'Anca and
                  Donatello Elia and
                  Fran{\c{c}}ois Exertier and
                  Sandro Fiore and
                  Jos{\'{e}} Flich and
                  Arnau Folch and
                  Steven J. Gibbons and
                  Nikolay Koldunov and
                  Francesc Lordan and
                  Stefano Lorito and
                  Finn L{\o}vholt and
                  Jorge Mac{\'{\i}}as S{\'{a}}nchez and
                  Fabrizio Marozzo and
                  Alberto Michelini and
                  Marisol Monterrubio Velasco and
                  Marta Pienkowska and
                  Josep de la Puente and
                  Anna Queralt and
                  Enrique S. Quintana{-}Ort{\'{\i}} and
                  Juan Esteban Rodriguez and
                  Fabrizio Romano and
                  Riccardo Rossi and
                  Jedrzej Rybicki and
                  Miroslaw Kupczyk and
                  Jacopo Selva and
                  Domenico Talia and
                  Roberto Tonini and
                  Paolo Trunfio and
                  Manuela Volpe},
  title        = {Enabling dynamic and intelligent workflows for HPC, data analytics,
                  and {AI} convergence},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {134},
  pages        = {414--429},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.future.2022.04.014},
  doi          = {10.1016/J.FUTURE.2022.04.014},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fgcs/EjarqueBAABBBBD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/BelcastroCMOTT22,
  author       = {Loris Belcastro and
                  Riccardo Cantini and
                  Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Programming big data analysis: principles and solutions},
  journal      = {J. Big Data},
  volume       = {9},
  number       = {1},
  pages        = {4},
  year         = {2022},
  url          = {https://doi.org/10.1186/s40537-021-00555-2},
  doi          = {10.1186/S40537-021-00555-2},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/BelcastroCMOTT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/BelcastroBCMTT22,
  author       = {Loris Belcastro and
                  Francesco Branda and
                  Riccardo Cantini and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Analyzing voter behavior on social media during the 2020 {US} presidential
                  election campaign},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {12},
  number       = {1},
  pages        = {83},
  year         = {2022},
  url          = {https://doi.org/10.1007/s13278-022-00913-9},
  doi          = {10.1007/S13278-022-00913-9},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/BelcastroBCMTT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CantiniMBT22,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo and
                  Giovanni Bruno and
                  Paolo Trunfio},
  title        = {Learning Sentence-to-Hashtags Semantic Mapping for Hashtag Recommendation
                  on Microblogs},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {16},
  number       = {2},
  pages        = {32:1--32:26},
  year         = {2022},
  url          = {https://doi.org/10.1145/3466876},
  doi          = {10.1145/3466876},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkdd/CantiniMBT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasc/MarozzoOTT22,
  author       = {Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Edge Computing Solutions for Distributed Machine Learning},
  booktitle    = {{IEEE} Intl. Conf. on Dependable, Autonomic and Secure Computing,
                  Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud
                  and Big Data Computing, Intl Conf on Cyber Science and Technology
                  Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, Falerna, Italy, September
                  12-15, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927824},
  doi          = {10.1109/DASC/PICOM/CBDCOM/CY55231.2022.9927824},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasc/MarozzoOTT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/persom/CantiniM22,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo},
  editor       = {Carmela Comito and
                  Domenico Talia},
  title        = {Topic Detection and Tracking in Social Media Platforms},
  booktitle    = {Pervasive Knowledge and Collective Intelligence on Web and Social
                  Media - First {EAI} International Conference, PerSOM 2022, Messina,
                  Italy, November 17-18, 2022, Proceedings},
  series       = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
                  and Telecommunications Engineering},
  volume       = {494},
  pages        = {41--56},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-31469-8\_3},
  doi          = {10.1007/978-3-031-31469-8\_3},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/persom/CantiniM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbac-pad/Garcia-BlasM0MT22,
  author       = {Javier Garc{\'{\i}}a{-}Blas and
                  Javier Fern{\'{a}}ndez Mu{\~{n}}oz and
                  Jes{\'{u}}s Carretero and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio and
                  Alberto Fern{\'{a}}ndez{-}Pena and
                  Daniel Mart{\'{\i}}n de Blas},
  title        = {Convergence of {HPC} and Big Data in extreme-scale data analysis through
                  the DCEx programming model},
  booktitle    = {2022 {IEEE} 34th International Symposium on Computer Architecture
                  and High Performance Computing (SBAC-PAD), Bordeaux, France, November
                  2-5, 2022},
  pages        = {130--139},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/SBAC-PAD55451.2022.00024},
  doi          = {10.1109/SBAC-PAD55451.2022.00024},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sbac-pad/Garcia-BlasM0MT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09287,
  author       = {Jorge Ejarque and
                  Rosa M. Badia and
                  Lo{\"{\i}}c Albertin and
                  Giovanni Aloisio and
                  Enrico Baglione and
                  Yolanda Becerra and
                  Stefan Boschert and
                  Julian R. Berlin and
                  Alessandro D'Anca and
                  Donatello Elia and
                  Fran{\c{c}}ois Exertier and
                  Sandro Fiore and
                  Jos{\'{e}} Flich and
                  Arnau Folch and
                  Steven J. Gibbons and
                  Nikolay Koldunov and
                  Francesc Lordan and
                  Stefano Lorito and
                  Finn L{\o}vholt and
                  Jorge Mac{\'{\i}}as S{\'{a}}nchez and
                  Fabrizio Marozzo and
                  Alberto Michelini and
                  Marisol Monterrubio Velasco and
                  Marta Pienkowska and
                  Josep de la Puente and
                  Anna Queralt and
                  Enrique S. Quintana{-}Ort{\'{\i}} and
                  Juan Esteban Rodriguez and
                  Fabrizio Romano and
                  Riccardo Rossi and
                  Jedrzej Rybicki and
                  Miroslaw Kupczyk and
                  Jacopo Selva and
                  Domenico Talia and
                  Roberto Tonini and
                  Paolo Trunfio and
                  Manuela Volpe},
  title        = {Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics,
                  and {AI} Convergence},
  journal      = {CoRR},
  volume       = {abs/2204.09287},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.09287},
  doi          = {10.48550/ARXIV.2204.09287},
  eprinttype    = {arXiv},
  eprint       = {2204.09287},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-09287.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10819,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio and
                  Rosa M. Badia and
                  Jorge Ejarque and
                  Fernando V{\'{a}}zquez},
  title        = {Block size estimation for data partitioning in {HPC} applications
                  using machine learning techniques},
  journal      = {CoRR},
  volume       = {abs/2211.10819},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.10819},
  doi          = {10.48550/ARXIV.2211.10819},
  eprinttype    = {arXiv},
  eprint       = {2211.10819},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-10819.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GiampaBMTT21,
  author       = {Salvatore Giamp{\`{a}} and
                  Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed
                  Workflows},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {47354--47364},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3067815},
  doi          = {10.1109/ACCESS.2021.3067815},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/GiampaBMTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/BelcastroKMPTT21,
  author       = {Loris Belcastro and
                  M. Tahar Kechadi and
                  Fabrizio Marozzo and
                  Luca Pastore and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Parallel extraction of Regions-of-Interest from social media data},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {33},
  number       = {8},
  year         = {2021},
  url          = {https://doi.org/10.1002/cpe.5638},
  doi          = {10.1002/CPE.5638},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/concurrency/BelcastroKMPTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/CamargoMM21,
  author       = {Raphael Y. de Camargo and
                  Fabrizio Marozzo and
                  Wellington Martins},
  title        = {Computer architecture and high performance computing},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {33},
  number       = {18},
  year         = {2021},
  url          = {https://doi.org/10.1002/cpe.6526},
  doi          = {10.1002/CPE.6526},
  timestamp    = {Fri, 03 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/concurrency/CamargoMM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BelcastroMP21,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Emanuele Perrella},
  title        = {Automatic detection of user trajectories from social media posts},
  journal      = {Expert Syst. Appl.},
  volume       = {186},
  pages        = {115733},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.eswa.2021.115733},
  doi          = {10.1016/J.ESWA.2021.115733},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/BelcastroMP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KimovskiMIMPP21,
  author       = {Dragi Kimovski and
                  Roland Math{\'{a}} and
                  Gabriel Iuhasz and
                  Fabrizio Marozzo and
                  Dana Petcu and
                  Radu Prodan},
  title        = {Autotuning of Exascale Applications With Anomalies Detection},
  journal      = {Frontiers Big Data},
  volume       = {4},
  pages        = {657218},
  year         = {2021},
  url          = {https://doi.org/10.3389/fdata.2021.657218},
  doi          = {10.3389/FDATA.2021.657218},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fdata/KimovskiMIMPP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/CantiniMOTT21,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo and
                  Alessio Orsino and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive
                  Workflows on Parallel Machines},
  journal      = {Future Internet},
  volume       = {13},
  number       = {5},
  pages        = {121},
  year         = {2021},
  url          = {https://doi.org/10.3390/fi13050121},
  doi          = {10.3390/FI13050121},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fi/CantiniMOTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/BelcastroMTTBPI21,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio and
                  Francesco Branda and
                  Themis Palpanas and
                  Muhammad Imran},
  title        = {Using social media for sub-event detection during disasters},
  journal      = {J. Big Data},
  volume       = {8},
  number       = {1},
  pages        = {79},
  year         = {2021},
  url          = {https://doi.org/10.1186/s40537-021-00467-1},
  doi          = {10.1186/S40537-021-00467-1},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/BelcastroMTTBPI21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/osnm/CantiniMMTT21,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo and
                  Silvio Mazza and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {A Weighted Artificial Bee Colony algorithm for influence maximization},
  journal      = {Online Soc. Networks Media},
  volume       = {26},
  pages        = {100167},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.osnem.2021.100167},
  doi          = {10.1016/J.OSNEM.2021.100167},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/osnm/CantiniMMTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsrt/BelcastroFGM21,
  author       = {Loris Belcastro and
                  Alberto Falcone and
                  Alfredo Garro and
                  Fabrizio Marozzo},
  editor       = {Jos{\'{e}} M. Cecilia and
                  Francisco J. Martinez},
  title        = {Evaluation of Large Scale RoI Mining Applications in Edge Computing
                  Environments},
  booktitle    = {25th {IEEE/ACM} International Symposium on Distributed Simulation
                  and Real Time Applications, {DS-RT} 2021, Valencia, Spain, September
                  27-29, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/DS-RT52167.2021.9576131},
  doi          = {10.1109/DS-RT52167.2021.9576131},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsrt/BelcastroFGM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rtsi/CantiniMOPT21,
  author       = {Riccardo Cantini and
                  Fabrizio Marozzo and
                  Alessio Orsino and
                  Martina Passarelli and
                  Paolo Trunfio},
  title        = {A visual tool for reducing returns in e-commerce platforms},
  booktitle    = {6th {IEEE} International Forum on Research and Technology for Society
                  and Industry, {RTSI} 2021, Naples, Italy, September 6-9, 2021},
  pages        = {474--479},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/RTSI50628.2021.9597230},
  doi          = {10.1109/RTSI50628.2021.9597230},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rtsi/CantiniMOPT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BarbieriMS21,
  author       = {Alessandro Barbieri and
                  Fabrizio Marozzo and
                  Claudio Savaglio},
  title        = {IoT platforms and services configuration through parameter sweep:
                  a simulation-based approach},
  booktitle    = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2021, Melbourne, Australia, October 17-20, 2021},
  pages        = {1803--1808},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/SMC52423.2021.9658613},
  doi          = {10.1109/SMC52423.2021.9658613},
  timestamp    = {Tue, 11 Jan 2022 08:26:14 +0100},
  biburl       = {https://dblp.org/rec/conf/smc/BarbieriMS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BelcastroCMTT20,
  author       = {Loris Belcastro and
                  Riccardo Cantini and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Learning Political Polarization on Social Media Using Neural Networks},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {47177--47187},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.2978950},
  doi          = {10.1109/ACCESS.2020.2978950},
  timestamp    = {Thu, 09 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/BelcastroCMTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/BrandaMT20,
  author       = {Francesco Branda and
                  Fabrizio Marozzo and
                  Domenico Talia},
  title        = {Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport},
  journal      = {Big Data Cogn. Comput.},
  volume       = {4},
  number       = {4},
  pages        = {36},
  year         = {2020},
  url          = {https://doi.org/10.3390/bdcc4040036},
  doi          = {10.3390/BDCC4040036},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bdcc/BrandaMT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/MarozzoTT20,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {A sleep-and-wake technique for reducing energy consumption in BitTorrent
                  networks},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {32},
  number       = {14},
  year         = {2020},
  url          = {https://doi.org/10.1002/cpe.5723},
  doi          = {10.1002/CPE.5723},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/concurrency/MarozzoTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/closer/BelcastroMTT20,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Donald Ferguson and
                  Claus Pahl and
                  Markus Helfert},
  title        = {Cloud Computing for Enabling Big Data Analysis},
  booktitle    = {Cloud Computing and Services Science - 10th International Conference,
                  {CLOSER} 2020, Prague, Czech Republic, May 7-9, 2020, Revised Selected
                  Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {1399},
  pages        = {84--109},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-72369-9\_4},
  doi          = {10.1007/978-3-030-72369-9\_4},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/closer/BelcastroMTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BrandaMT20,
  author       = {Francesco Branda and
                  Fabrizio Marozzo and
                  Domenico Talia},
  editor       = {Giuseppe Nicosia and
                  Varun Ojha and
                  Emanuele La Malfa and
                  Giorgio Jansen and
                  Vincenzo Sciacca and
                  Panos M. Pardalos and
                  Giovanni Giuffrida and
                  Renato Umeton},
  title        = {Discovering Travelers' Purchasing Behavior from Public Transport Data},
  booktitle    = {Machine Learning, Optimization, and Data Science - 6th International
                  Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12565},
  pages        = {725--736},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-64583-0\_63},
  doi          = {10.1007/978-3-030-64583-0\_63},
  timestamp    = {Mon, 07 Feb 2022 17:57:40 +0100},
  biburl       = {https://dblp.org/rec/conf/mod/BrandaMT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/KashanskyKPAMIJ20,
  author       = {Vladislav Kashansky and
                  Dragi Kimovski and
                  Radu Prodan and
                  Prateek Agrawal and
                  Fabrizio Marozzo and
                  Gabriel Iuhasz and
                  Marek Justyna and
                  Javier Garc{\'{\i}}a{-}Blas},
  title        = {{M3AT:} Monitoring Agents Assignment Model for Data-Intensive Applications},
  booktitle    = {28th Euromicro International Conference on Parallel, Distributed and
                  Network-Based Processing, {PDP} 2020, V{\"{a}}ster{\aa}s, Sweden,
                  March 11-13, 2020},
  pages        = {72--79},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/PDP50117.2020.00018},
  doi          = {10.1109/PDP50117.2020.00018},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pdp/KashanskyKPAMIJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijahuc/BelcastroMT19,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Paolo Trunfio},
  title        = {A scalable middleware for context-aware mobile applications},
  journal      = {Int. J. Ad Hoc Ubiquitous Comput.},
  volume       = {31},
  number       = {2},
  pages        = {112--122},
  year         = {2019},
  url          = {https://doi.org/10.1504/IJAHUC.2019.100082},
  doi          = {10.1504/IJAHUC.2019.100082},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijahuc/BelcastroMT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paapp/BelcastroMT19,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia},
  title        = {Programming models and systems for Big Data analysis},
  journal      = {Int. J. Parallel Emergent Distributed Syst.},
  volume       = {34},
  number       = {6},
  pages        = {632--652},
  year         = {2019},
  url          = {https://doi.org/10.1080/17445760.2017.1422501},
  doi          = {10.1080/17445760.2017.1422501},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/paapp/BelcastroMT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/BelcastroMTT19,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {ParSoDA: high-level parallel programming for social data mining},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {9},
  number       = {1},
  pages        = {4:1--4:19},
  year         = {2019},
  url          = {https://doi.org/10.1007/s13278-018-0547-5},
  doi          = {10.1007/S13278-018-0547-5},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/BelcastroMTT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/algocloud/BelcastroMTT19,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Ivona Brandic and
                  Thiago A. L. Genez and
                  Ilia Pietri and
                  Rizos Sakellariou},
  title        = {Developing a Cloud-Based Algorithm for Analyzing the Polarization
                  of Social Media Users},
  booktitle    = {Algorithmic Aspects of Cloud Computing - 5th International Symposium,
                  {ALGOCLOUD} 2019, Munich, Germany, September 10, 2019, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12041},
  pages        = {15--24},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-58628-7\_2},
  doi          = {10.1007/978-3-030-58628-7\_2},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/algocloud/BelcastroMTT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/TaliaTMBBACGVFB19,
  author       = {Domenico Talia and
                  Paolo Trunfio and
                  Fabrizio Marozzo and
                  Loris Belcastro and
                  Javier Garc{\'{\i}}a Blas and
                  David del Rio Astorga and
                  Philippe Couv{\'{e}}e and
                  Ga{\"{e}}l Goret and
                  Lionel Vincent and
                  Alberto Fern{\'{a}}ndez{-}Pena and
                  Daniel Mart{\'{\i}}n de Blas and
                  Mirko Nardi and
                  Teresa Pizzuti and
                  Adrian F. Spataru and
                  Marek Justyna},
  editor       = {Ulrich Schwardmann and
                  Christian Boehme and
                  Dora B. Heras and
                  Valeria Cardellini and
                  Emmanuel Jeannot and
                  Antonio Salis and
                  Claudio Schifanella and
                  Ravi Reddy Manumachu and
                  Dieter Schwamborn and
                  Laura Ricci and
                  Oh Sangyoon and
                  Thomas Gruber and
                  Laura Antonelli and
                  Stephen L. Scott},
  title        = {A Novel Data-Centric Programming Model for Large-Scale Parallel Systems},
  booktitle    = {Euro-Par 2019: Parallel Processing Workshops - Euro-Par 2019 International
                  Workshops, G{\"{o}}ttingen, Germany, August 26-30, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11997},
  pages        = {452--463},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-48340-1\_35},
  doi          = {10.1007/978-3-030-48340-1\_35},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/TaliaTMBBACGVFB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/skg/BelcastroCMTT19,
  author       = {Loris Belcastro and
                  Riccardo Cantini and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Discovering Political Polarization on Social Media: {A} Case Study},
  booktitle    = {15th International Conference on Semantics, Knowledge and Grids, {SKG}
                  2019, Guangzhou, China, September 17-18, 2019},
  pages        = {182--189},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SKG49510.2019.00038},
  doi          = {10.1109/SKG49510.2019.00038},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/skg/BelcastroCMTT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/iet/19/BilasCCGGPQMSSTT19,
  author       = {Angelos Bilas and
                  Jes{\'{u}}s Carretero and
                  Toni Cortes and
                  Javier Garc{\'{\i}}a{-}Blas and
                  Pilar Gonz{\'{a}}lez{-}F{\'{e}}rez and
                  Anastasios Papagiannis and
                  Anna Queralt and
                  Fabrizio Marozzo and
                  Giorgos Saloustros and
                  Ali Shoker and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Jes{\'{u}}s Carretero and
                  Emmanuel Jeannot and
                  Albert Y. Zomaya},
  title        = {Data management techniques},
  booktitle    = {Ultrascale Computing Systems},
  pages        = {85--126},
  publisher    = {{IET}},
  year         = {2019},
  url          = {https://doi.org/10.1049/pbpc024e\_ch4},
  doi          = {10.1049/PBPC024E\_CH4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/iet/19/BilasCCGGPQMSSTT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bdt/BelcastroM19,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo},
  editor       = {Sherif Sakr and
                  Albert Y. Zomaya},
  title        = {Workflow Systems for Big Data Analysis},
  booktitle    = {Encyclopedia of Big Data Technologies},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-319-63962-8\_137-1},
  doi          = {10.1007/978-3-319-63962-8\_137-1},
  timestamp    = {Thu, 14 Feb 2019 16:03:55 +0100},
  biburl       = {https://dblp.org/rec/reference/bdt/BelcastroM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bdt/MarozzoB19,
  author       = {Fabrizio Marozzo and
                  Loris Belcastro},
  editor       = {Sherif Sakr and
                  Albert Y. Zomaya},
  title        = {Cloud Computing for Big Data Analysis},
  booktitle    = {Encyclopedia of Big Data Technologies},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-319-63962-8\_136-1},
  doi          = {10.1007/978-3-319-63962-8\_136-1},
  timestamp    = {Thu, 14 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/reference/bdt/MarozzoB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bioinf/Marozzo19,
  author       = {Fabrizio Marozzo},
  editor       = {Shoba Ranganathan and
                  Michael Gribskov and
                  Kenta Nakai and
                  Christian Sch{\"{o}}nbach},
  title        = {Infrastructures for High-Performance Computing: Cloud Infrastructures},
  booktitle    = {Encyclopedia of Bioinformatics and Computational Biology - Volume
                  1},
  pages        = {240--246},
  publisher    = {Elsevier},
  year         = {2019},
  url          = {https://doi.org/10.1016/b978-0-12-809633-8.20374-9},
  doi          = {10.1016/B978-0-12-809633-8.20374-9},
  timestamp    = {Thu, 05 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/reference/bioinf/Marozzo19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bioinf/MarozzoT19,
  author       = {Fabrizio Marozzo and
                  Paolo Trunfio},
  editor       = {Shoba Ranganathan and
                  Michael Gribskov and
                  Kenta Nakai and
                  Christian Sch{\"{o}}nbach},
  title        = {Infrastructures for High-Performance Computing: Cloud Computing Development
                  Environments},
  booktitle    = {Encyclopedia of Bioinformatics and Computational Biology - Volume
                  1},
  pages        = {247--251},
  publisher    = {Elsevier},
  year         = {2019},
  url          = {https://doi.org/10.1016/b978-0-12-809633-8.20375-0},
  doi          = {10.1016/B978-0-12-809633-8.20375-0},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/bioinf/MarozzoT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/MarozzoB18,
  author       = {Fabrizio Marozzo and
                  Alessandro Bessi},
  title        = {Analyzing polarization of social media users and news sites during
                  political campaigns},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {8},
  number       = {1},
  pages        = {1:1--1:13},
  year         = {2018},
  url          = {https://doi.org/10.1007/s13278-017-0479-5},
  doi          = {10.1007/S13278-017-0479-5},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/MarozzoB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BelcastroMTT18,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged
                  Social Media Data},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {12},
  number       = {3},
  pages        = {27:1--27:22},
  year         = {2018},
  url          = {https://doi.org/10.1145/3154411},
  doi          = {10.1145/3154411},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkdd/BelcastroMTT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/MarozzoTT18,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {A Workflow Management System for Scalable Data Mining on Clouds},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {11},
  number       = {3},
  pages        = {480--492},
  year         = {2018},
  url          = {https://doi.org/10.1109/TSC.2016.2589243},
  doi          = {10.1109/TSC.2016.2589243},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsc/MarozzoTT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeehpcs/MarozzoMTT18,
  author       = {Fabrizio Marozzo and
                  Francesco Marzano and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {BitTorrentSW: {A} Sleep-and-Wake Approach to Reduce Energy Consumption
                  in BitTorrent Networks},
  booktitle    = {2018 International Conference on High Performance Computing {\&}
                  Simulation, {HPCS} 2018, Orleans, France, July 16-20, 2018},
  pages        = {144--150},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/HPCS.2018.00037},
  doi          = {10.1109/HPCS.2018.00037},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieeehpcs/MarozzoMTT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/MarozzoDBCTT17,
  author       = {Fabrizio Marozzo and
                  Francisco Rodrigo Duro and
                  Francisco Javier Garc{\'{\i}}a Blas and
                  Jes{\'{u}}s Carretero and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {A data-aware scheduling strategy for workflow execution in clouds},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {29},
  number       = {24},
  year         = {2017},
  url          = {https://doi.org/10.1002/cpe.4229},
  doi          = {10.1002/CPE.4229},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/concurrency/MarozzoDBCTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/osnm/CesarioMTT17,
  author       = {Eugenio Cesario and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {{SMA4TD:} {A} social media analysis methodology for trajectory discovery
                  in large-scale events},
  journal      = {Online Soc. Networks Media},
  volume       = {3-4},
  pages        = {49--62},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.osnem.2017.10.002},
  doi          = {10.1016/J.OSNEM.2017.10.002},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/osnm/CesarioMTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/AltomareCCMT17,
  author       = {Albino Altomare and
                  Eugenio Cesario and
                  Carmela Comito and
                  Fabrizio Marozzo and
                  Domenico Talia},
  title        = {Trajectory Pattern Mining for Urban Computing in the Cloud},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {28},
  number       = {2},
  pages        = {586--599},
  year         = {2017},
  url          = {https://doi.org/10.1109/TPDS.2016.2565480},
  doi          = {10.1109/TPDS.2016.2565480},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tpds/AltomareCCMT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/BelcastroMTT17,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Dora Blanco Heras and
                  Luc Boug{\'{e}} and
                  Gabriele Mencagli and
                  Emmanuel Jeannot and
                  Rizos Sakellariou and
                  Rosa M. Badia and
                  Jorge G. Barbosa and
                  Laura Ricci and
                  Stephen L. Scott and
                  Stefan Lankes and
                  Josef Weidendorfer},
  title        = {Appraising {SPARK} on Large-Scale Social Media Analysis},
  booktitle    = {Euro-Par 2017: Parallel Processing Workshops - Euro-Par 2017 International
                  Workshops, Santiago de Compostela, Spain, August 28-29, 2017, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10659},
  pages        = {483--495},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-75178-8\_39},
  doi          = {10.1007/978-3-319-75178-8\_39},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/BelcastroMTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeehpcs/BelcastroMTT17,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {A Parallel Library for Social Media Analytics},
  booktitle    = {2017 International Conference on High Performance Computing {\&}
                  Simulation, {HPCS} 2017, Genoa, Italy, July 17-21, 2017},
  pages        = {683--690},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/HPCS.2017.105},
  doi          = {10.1109/HPCS.2017.105},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieeehpcs/BelcastroMTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeehpcs/MarozzoDBCTT17,
  author       = {Fabrizio Marozzo and
                  Francisco Rodrigo Duro and
                  Francisco Javier Garc{\'{\i}}a Blas and
                  Jes{\'{u}}s Carretero and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs
                  of {DMCF} Workflows},
  booktitle    = {2017 International Conference on High Performance Computing {\&}
                  Simulation, {HPCS} 2017, Genoa, Italy, July 17-21, 2017},
  pages        = {699--706},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/HPCS.2017.107},
  doi          = {10.1109/HPCS.2017.107},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieeehpcs/MarozzoDBCTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/DiamantiniGMPT17,
  author       = {Claudia Diamantini and
                  Laura Genga and
                  Fabrizio Marozzo and
                  Domenico Potena and
                  Paolo Trunfio},
  editor       = {Chengcui Zhang and
                  Balaji Palanisamy and
                  Latifur Khan and
                  Sahra Sedigh Sarvestani},
  title        = {Discovering Mobility Patterns of Instagram Users through Process Mining
                  Techniques},
  booktitle    = {2017 {IEEE} International Conference on Information Reuse and Integration,
                  {IRI} 2017, San Diego, CA, USA, August 4-6, 2017},
  pages        = {485--492},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/IRI.2017.69},
  doi          = {10.1109/IRI.2017.69},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/DiamantiniGMPT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/BelcastroMTT17,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Albert Y. Zomaya and
                  Sherif Sakr},
  title        = {Big Data Analysis on Clouds},
  booktitle    = {Handbook of Big Data Technologies},
  pages        = {101--142},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-49340-4\_4},
  doi          = {10.1007/978-3-319-49340-4\_4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/17/BelcastroMTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ccn/MarozzoTT17,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Nick Antonopoulos and
                  Lee Gillam},
  title        = {Implementing MapReduce Applications in Dynamic Cloud Environments},
  booktitle    = {Cloud Computing - Principles, Systems and Applications, Second Edition},
  series       = {Computer Communications and Networks},
  pages        = {211--223},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-54645-2\_8},
  doi          = {10.1007/978-3-319-54645-2\_8},
  timestamp    = {Wed, 06 Mar 2019 09:48:45 +0100},
  biburl       = {https://dblp.org/rec/series/ccn/MarozzoTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/BelcastroMTT16,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Using Scalable Data Mining for Predicting Flight Delays},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {8},
  number       = {1},
  pages        = {5:1--5:20},
  year         = {2016},
  url          = {https://doi.org/10.1145/2888402},
  doi          = {10.1145/2888402},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/BelcastroMTT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/DuroMBTT16,
  author       = {Francisco Rodrigo Duro and
                  Fabrizio Marozzo and
                  Francisco Javier Garc{\'{\i}}a Blas and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Exploiting in-memory storage for improving workflow executions in
                  cloud platforms},
  journal      = {J. Supercomput.},
  volume       = {72},
  number       = {11},
  pages        = {4069--4088},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11227-016-1678-y},
  doi          = {10.1007/S11227-016-1678-Y},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tjs/DuroMBTT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/BelcastroLLMT16,
  author       = {Loris Belcastro and
                  Giulio Di Lieto and
                  Marco Lackovic and
                  Fabrizio Marozzo and
                  Paolo Trunfio},
  editor       = {Jes{\'{u}}s Carretero and
                  Javier Garc{\'{\i}}a Blas and
                  Victor Gergel and
                  Vladimir V. Voevodin and
                  Iosif B. Meyerov and
                  Juan A. Rico{-}Gallego and
                  Juan Carlos D{\'{\i}}az Mart{\'{\i}}n and
                  Pedro Alonso and
                  Juan Jos{\'{e}} Durillo and
                  Jos{\'{e}} Daniel Garc{\'{\i}}a S{\'{a}}nchez and
                  Alexey L. Lastovetsky and
                  Fabrizio Marozzo and
                  Qin Liu and
                  Md. Zakirul Alam Bhuiyan and
                  Karl F{\"{u}}rlinger and
                  Josef Weidendorfer and
                  Jos{\'{e}} Gracia},
  title        = {Geocon: {A} Middleware for Location-Aware Ubiquitous Applications},
  booktitle    = {Algorithms and Architectures for Parallel Processing - {ICA3PP} 2016
                  Collocated Workshops: SCDT, TAPEMS, BigTrust, UCER, DLMCS, Granada,
                  Spain, December 14-16, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10049},
  pages        = {234--243},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-49956-7\_19},
  doi          = {10.1007/978-3-319-49956-7\_19},
  timestamp    = {Tue, 20 Aug 2024 07:54:42 +0200},
  biburl       = {https://dblp.org/rec/conf/ica3pp/BelcastroLLMT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeehpcs/CesarioIMMRSTT16,
  author       = {Eugenio Cesario and
                  Andrea Raffaele Iannazzo and
                  Fabrizio Marozzo and
                  Fabrizio Morello and
                  Gianni Riotta and
                  Alessandra Spada and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Analyzing social media data to discover mobility patterns at {EXPO}
                  2015: Methodology and results},
  booktitle    = {International Conference on High Performance Computing {\&} Simulation,
                  {HPCS} 2016, Innsbruck, Austria, July 18-22, 2016},
  pages        = {230--237},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/HPCSim.2016.7568340},
  doi          = {10.1109/HPCSIM.2016.7568340},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieeehpcs/CesarioIMMRSTT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rtsi/CesarioIMMTT16,
  author       = {Eugenio Cesario and
                  Andrea Raffaele Iannazzo and
                  Fabrizio Marozzo and
                  Fabrizio Morello and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Nubytics: Scalable cloud services for data analysis and prediction},
  booktitle    = {2nd {IEEE} International Forum on Research and Technologies for Society
                  and Industry Leveraging a better tomorrow, {RTSI} 2016, Bologna, Italy,
                  September 7-9, 2016},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/RTSI.2016.7740643},
  doi          = {10.1109/RTSI.2016.7740643},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rtsi/CesarioIMMTT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ica3pp/2016w,
  editor       = {Jes{\'{u}}s Carretero and
                  Javier Garc{\'{\i}}a Blas and
                  Victor Gergel and
                  Vladimir V. Voevodin and
                  Iosif B. Meyerov and
                  Juan A. Rico{-}Gallego and
                  Juan Carlos D{\'{\i}}az Mart{\'{\i}}n and
                  Pedro Alonso and
                  Juan Jos{\'{e}} Durillo and
                  Jos{\'{e}} Daniel Garc{\'{\i}}a S{\'{a}}nchez and
                  Alexey L. Lastovetsky and
                  Fabrizio Marozzo and
                  Qin Liu and
                  Md. Zakirul Alam Bhuiyan and
                  Karl F{\"{u}}rlinger and
                  Josef Weidendorfer and
                  Jos{\'{e}} Gracia},
  title        = {Algorithms and Architectures for Parallel Processing - {ICA3PP} 2016
                  Collocated Workshops: SCDT, TAPEMS, BigTrust, UCER, DLMCS, Granada,
                  Spain, December 14-16, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10049},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-49956-7},
  doi          = {10.1007/978-3-319-49956-7},
  isbn         = {978-3-319-49955-0},
  timestamp    = {Tue, 20 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ica3pp/2016w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/el/TaaliaTM2015,
  author       = {Domenico Talia and
                  Paolo Trunfio and
                  Fabrizio Marozzo},
  title        = {Data Analysis in the Cloud},
  publisher    = {Elsevier},
  year         = {2015},
  url          = {http://store.elsevier.com/Data-Analysis-in-the-Cloud/Domenico-Talia/isbn-9780128028810/},
  isbn         = {978-0-12-802881-0},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/el/TaaliaTM2015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/MarozzoTT15,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {JS4Cloud: script-based workflow programming for scalable data analysis
                  on cloud platforms},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {27},
  number       = {17},
  pages        = {5214--5237},
  year         = {2015},
  url          = {https://doi.org/10.1002/cpe.3563},
  doi          = {10.1002/CPE.3563},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/concurrency/MarozzoTT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/superfri/CostaFRGHKLMPST15,
  author       = {Georges Da Costa and
                  Thomas Fahringer and
                  Juan{-}Antonio Rico{-}Gallego and
                  Ivan Grasso and
                  Atanas Hristov and
                  Helen D. Karatza and
                  Alexey L. Lastovetsky and
                  Fabrizio Marozzo and
                  Dana Petcu and
                  Georgios L. Stavrinides and
                  Domenico Talia and
                  Paolo Trunfio and
                  Hrachya V. Astsatryan},
  title        = {Exascale Machines Require New Programming Paradigms and Runtimes},
  journal      = {Supercomput. Front. Innov.},
  volume       = {2},
  number       = {2},
  pages        = {6--27},
  year         = {2015},
  url          = {https://doi.org/10.14529/jsfi150201},
  doi          = {10.14529/JSFI150201},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/superfri/CostaFRGHKLMPST15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsdm/CesarioCMRSTTT15,
  author       = {Eugenio Cesario and
                  Chiara Congedo and
                  Fabrizio Marozzo and
                  Gianni Riotta and
                  Alessandra Spada and
                  Domenico Talia and
                  Paolo Trunfio and
                  Carlo Turri},
  editor       = {Yee Leung and
                  Diansheng Guo and
                  Chongcheng Chen},
  title        = {Following soccer fans from geotagged tweets at {FIFA} World Cup 2014},
  booktitle    = {2nd {IEEE} International Conference on Spatial Data Mining and Geographical
                  Knowledge Services, {ICSDM} 2015, Fuzhou, China, July 8-10, 2015},
  pages        = {33--38},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICSDM.2015.7298021},
  doi          = {10.1109/ICSDM.2015.7298021},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icsdm/CesarioCMRSTTT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/grid/LordanTERAMLSTB14,
  author       = {Francesc Lordan and
                  Enric Tejedor and
                  Jorge Ejarque and
                  Roger Rafanell and
                  Javier {\'{A}}lvarez and
                  Fabrizio Marozzo and
                  Daniele Lezzi and
                  Ra{\"{u}}l Sirvent and
                  Domenico Talia and
                  Rosa M. Badia},
  title        = {ServiceSs: An Interoperable Programming Framework for the Cloud},
  journal      = {J. Grid Comput.},
  volume       = {12},
  number       = {1},
  pages        = {67--91},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10723-013-9272-5},
  doi          = {10.1007/S10723-013-9272-5},
  timestamp    = {Thu, 25 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/grid/LordanTERAMLSTB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpc/BelcastroMTT14,
  author       = {Loris Belcastro and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Lucio Grandinetti and
                  Gerhard R. Joubert and
                  Marcel Kunze and
                  Valerio Pascucci},
  title        = {Programming Visual and Script-based Big Data Analytics Workflows on
                  Clouds},
  booktitle    = {Big Data and High Performance Computing - Selected Papers from the
                  High Performance Computing Workshop, Cetraro, Italy, July 7-11, 2014},
  series       = {Advances in Parallel Computing},
  volume       = {26},
  pages        = {18--31},
  publisher    = {{IOS} Press},
  year         = {2014},
  url          = {https://doi.org/10.3233/978-1-61499-583-8-18},
  doi          = {10.3233/978-1-61499-583-8-18},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpc/BelcastroMTT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/AltomareCCMT14,
  author       = {Albino Altomare and
                  Eugenio Cesario and
                  Carmela Comito and
                  Fabrizio Marozzo and
                  Domenico Talia},
  title        = {Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing},
  booktitle    = {2014 {IEEE} International Conference on High Performance Computing
                  and Communications, 6th {IEEE} International Symposium on Cyberspace
                  Safety and Security, 11th {IEEE} International Conference on Embedded
                  Software and Systems, {HPCC/CSS/ICESS} 2014, Paris, France, August
                  20-22, 2014},
  pages        = {367--374},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/HPCC.2014.63},
  doi          = {10.1109/HPCC.2014.63},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/hpcc/AltomareCCMT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/AgapitoCGMTT13,
  author       = {Giuseppe Agapito and
                  Mario Cannataro and
                  Pietro Hiram Guzzi and
                  Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Jing Gao},
  title        = {Cloud4SNP: Distributed Analysis of {SNP} Microarray Data on the Cloud},
  booktitle    = {{ACM} Conference on Bioinformatics, Computational Biology and Biomedical
                  Informatics. {ACM-BCB} 2013, Washington, DC, USA, September 22-25,
                  2013},
  pages        = {468},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2506583.2506605},
  doi          = {10.1145/2506583.2506605},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bcb/AgapitoCGMTT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudcom/AltomareCCMT13,
  author       = {Albino Altomare and
                  Eugenio Cesario and
                  Carmela Comito and
                  Fabrizio Marozzo and
                  Domenico Talia},
  title        = {Using Clouds for Smart City Applications},
  booktitle    = {{IEEE} 5th International Conference on Cloud Computing Technology
                  and Science, CloudCom 2013, Bristol, United Kingdom, December 2-5,
                  2013, Volume 2},
  pages        = {234--237},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/CloudCom.2013.137},
  doi          = {10.1109/CLOUDCOM.2013.137},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloudcom/AltomareCCMT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MarozzoTT09,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Johan Montagnat and
                  Ian J. Taylor},
  title        = {Scalable script-based data analysis workflows on clouds},
  booktitle    = {Proceedings of {WORKS} 2013: 8th Workshop On Workflows in Support
                  of Large-Scale Science, Held in conjunction with SC13, Denver, CO,
                  USA, November 17, 2013},
  pages        = {124--133},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2534248.2534261},
  doi          = {10.1145/2534248.2534261},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/MarozzoTT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/MarozzoTT12,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {P2P-MapReduce: Parallel data processing in dynamic Cloud environments},
  journal      = {J. Comput. Syst. Sci.},
  volume       = {78},
  number       = {5},
  pages        = {1382--1402},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.jcss.2011.12.021},
  doi          = {10.1016/J.JCSS.2011.12.021},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcss/MarozzoTT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/MarozzoLRLTB12,
  author       = {Fabrizio Marozzo and
                  Francesc Lordan and
                  Roger Rafanell and
                  Daniele Lezzi and
                  Domenico Talia and
                  Rosa M. Badia},
  editor       = {Christos Kaklamanis and
                  Theodore S. Papatheodorou and
                  Paul G. Spirakis},
  title        = {Enabling Cloud Interoperability with COMPSs},
  booktitle    = {Euro-Par 2012 Parallel Processing - 18th International Conference,
                  Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7484},
  pages        = {16--27},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32820-6\_4},
  doi          = {10.1007/978-3-642-32820-6\_4},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/MarozzoLRLTB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/MarozzoTT12,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Ioannis Caragiannis and
                  Michael Alexander and
                  Rosa M. Badia and
                  Mario Cannataro and
                  Alexandru Costan and
                  Marco Danelutto and
                  Fr{\'{e}}d{\'{e}}ric Desprez and
                  Bettina Krammer and
                  Julio Sahuquillo and
                  Stephen L. Scott and
                  Josef Weidendorfer},
  title        = {Using Clouds for Scalable Knowledge Discovery Applications},
  booktitle    = {Euro-Par 2012: Parallel Processing Workshops - BDMC, CGWS, HeteroPar,
                  HiBB, OMHI, Paraphrase, PROPER, Resilience, UCHPC, VHPC, Rhodes Islands,
                  Greece, August 27-31, 2012. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7640},
  pages        = {220--227},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-36949-0\_25},
  doi          = {10.1007/978-3-642-36949-0\_25},
  timestamp    = {Wed, 19 Feb 2020 14:52:57 +0100},
  biburl       = {https://dblp.org/rec/conf/europar/MarozzoTT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpc/MarozzoTT12,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Erik H. D'Hollander and
                  Jack J. Dongarra and
                  Ian T. Foster and
                  Lucio Grandinetti and
                  Gerhard R. Joubert},
  title        = {A Cloud Framework for Big Data Analytics Workflows on Azure},
  booktitle    = {Transition of {HPC} Towards Exascale Computing - Selected Papers from
                  the High Performance Computing Workshop, Cetraro, Italy, June 25-29,
                  2012},
  series       = {Advances in Parallel Computing},
  volume       = {24},
  pages        = {182--191},
  publisher    = {{IOS} Press},
  year         = {2012},
  url          = {https://doi.org/10.3233/978-1-61499-322-3-182},
  doi          = {10.3233/978-1-61499-322-3-182},
  timestamp    = {Fri, 02 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpc/MarozzoTT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ercim/MarozzoTT12,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Large-Scale Data Analysis on Cloud Systems},
  journal      = {{ERCIM} News},
  volume       = {2012},
  number       = {89},
  year         = {2012},
  url          = {http://ercim-news.ercim.eu/en89/special/large-scale-data-analysis-on-cloud-systems},
  timestamp    = {Wed, 22 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ercim/MarozzoTT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudcom/MarozzoTT11,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Costas Lambrinoudakis and
                  Panagiotis Rizomiliotis and
                  Tomasz Wiktor Wlodarczyk},
  title        = {A Cloud Framework for Parameter Sweeping Data Mining Applications},
  booktitle    = {{IEEE} 3rd International Conference on Cloud Computing Technology
                  and Science, CloudCom 2011, Athens, Greece, November 29 - December
                  1, 2011},
  pages        = {367--374},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/CloudCom.2011.56},
  doi          = {10.1109/CLOUDCOM.2011.56},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloudcom/MarozzoTT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/MarozzoTT11,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Yiannis Cotronis and
                  Marco Danelutto and
                  George Angelos Papadopoulos},
  title        = {A Framework for Managing MapReduce Applications in Dynamic Distributed
                  Environments},
  booktitle    = {Proceedings of the 19th International Euromicro Conference on Parallel,
                  Distributed and Network-based Processing, {PDP} 2011, Ayia Napa, Cyprus,
                  9-11 February 2011},
  pages        = {149--158},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/PDP.2011.41},
  doi          = {10.1109/PDP.2011.41},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pdp/MarozzoTT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ccn/MarozzoTT10,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  editor       = {Nick Antonopoulos and
                  Lee Gillam},
  title        = {A Peer-to-Peer Framework for Supporting MapReduce Applications in
                  Dynamic Cloud Environments},
  booktitle    = {Cloud Computing, Principles, Systems and Applications},
  series       = {Computer Communications and Networks},
  pages        = {113--125},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-1-84996-241-4\_7},
  doi          = {10.1007/978-1-84996-241-4\_7},
  timestamp    = {Wed, 06 Mar 2019 09:53:53 +0100},
  biburl       = {https://dblp.org/rec/series/ccn/MarozzoTT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ercim/MarozzoTT10,
  author       = {Fabrizio Marozzo and
                  Domenico Talia and
                  Paolo Trunfio},
  title        = {Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures},
  journal      = {{ERCIM} News},
  volume       = {2010},
  number       = {83},
  pages        = {44--45},
  year         = {2010},
  url          = {http://ercim-news.ercim.eu/en83/special/enabling-reliable-mapreduce-applications-in-dynamic-cloud-infrastructures},
  timestamp    = {Wed, 22 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ercim/MarozzoTT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}