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ORCIDBibTeX records: Fabrizio Marozzo
@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}
}
@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}
}
@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}
}
@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 = {DCOSS-IoT},
pages = {576--582},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/dcoss/MarozzoV24,
author = {Fabrizio Marozzo and
Andrea Vinci},
title = {Design of Platform-Independent IoT Applications in the Edge-Cloud
Continuum},
booktitle = {DCOSS-IoT},
pages = {589--594},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/ifip12/CantiniCM24,
author = {Riccardo Cantini and
Cristian Cosentino and
Fabrizio Marozzo},
title = {Multi-dimensional Classification on Social Media Data for Detailed
Reporting with Large Language Models},
booktitle = {{AIAI} {(2)}},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {712},
pages = {100--114},
publisher = {Springer},
year = {2024}
}
@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},
title = {An Innovative Control Approach for Cyber-Physical Transportation Systems:
The Case of Monte-Carlo Workflow Computations},
booktitle = {{PDP}},
pages = {153--160},
publisher = {{IEEE}},
year = {2024}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 = {DCOSS-IoT},
pages = {761--767},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/dis/CantiniCKMT23,
author = {Riccardo Cantini and
Cristian Cosentino and
Irene Kilanioti and
Fabrizio Marozzo and
Domenico Talia},
title = {Unmasking {COVID-19} False Information on Twitter: {A} Topic-Based
Approach with {BERT}},
booktitle = {{DS}},
series = {Lecture Notes in Computer Science},
volume = {14276},
pages = {126--140},
publisher = {Springer},
year = {2023}
}
@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 = {GoodIT},
pages = {530--536},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/pdp/BelcastroMOTT23,
author = {Loris Belcastro and
Fabrizio Marozzo and
Alessio Orsino and
Domenico Talia and
Paolo Trunfio},
title = {Using the Compute Continuum for Data Analysis: Edge-cloud Integration
for Urban Mobility},
booktitle = {{PDP}},
pages = {338--344},
publisher = {{IEEE}},
year = {2023}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 = {DASC/PiCom/CBDCom/CyberSciTech},
pages = {1--8},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/persom/CantiniM22,
author = {Riccardo Cantini and
Fabrizio Marozzo},
title = {Topic Detection and Tracking in Social Media Platforms},
booktitle = {PerSOM},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {494},
pages = {41--56},
publisher = {Springer},
year = {2022}
}
@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 = {{SBAC-PAD}},
pages = {130--139},
publisher = {{IEEE}},
year = {2022}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/dsrt/BelcastroFGM21,
author = {Loris Belcastro and
Alberto Falcone and
Alfredo Garro and
Fabrizio Marozzo},
title = {Evaluation of Large Scale RoI Mining Applications in Edge Computing
Environments},
booktitle = {{DS-RT}},
pages = {1--8},
publisher = {{IEEE}},
year = {2021}
}
@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 = {{RTSI}},
pages = {474--479},
publisher = {{IEEE}},
year = {2021}
}
@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 = {{SMC}},
pages = {1803--1808},
publisher = {{IEEE}},
year = {2021}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/closer/BelcastroMTT20,
author = {Loris Belcastro and
Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Cloud Computing for Enabling Big Data Analysis},
booktitle = {{CLOSER} (Selected Papers)},
series = {Communications in Computer and Information Science},
volume = {1399},
pages = {84--109},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/mod/BrandaMT20,
author = {Francesco Branda and
Fabrizio Marozzo and
Domenico Talia},
title = {Discovering Travelers' Purchasing Behavior from Public Transport Data},
booktitle = {{LOD} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {725--736},
publisher = {Springer},
year = {2020}
}
@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 = {{PDP}},
pages = {72--79},
publisher = {{IEEE}},
year = {2020}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/algocloud/BelcastroMTT19,
author = {Loris Belcastro and
Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Developing a Cloud-Based Algorithm for Analyzing the Polarization
of Social Media Users},
booktitle = {{ALGOCLOUD}},
series = {Lecture Notes in Computer Science},
volume = {12041},
pages = {15--24},
publisher = {Springer},
year = {2019}
}
@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},
title = {A Novel Data-Centric Programming Model for Large-Scale Parallel Systems},
booktitle = {Euro-Par Workshops},
series = {Lecture Notes in Computer Science},
volume = {11997},
pages = {452--463},
publisher = {Springer},
year = {2019}
}
@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 = {{SKG}},
pages = {182--189},
publisher = {{IEEE}},
year = {2019}
}
@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},
title = {Data management techniques},
booktitle = {Ultrascale Computing Systems},
pages = {85--126},
publisher = {{IET}},
year = {2019}
}
@incollection{DBLP:reference/bdt/BelcastroM19,
author = {Loris Belcastro and
Fabrizio Marozzo},
title = {Workflow Systems for Big Data Analysis},
booktitle = {Encyclopedia of Big Data Technologies},
publisher = {Springer},
year = {2019}
}
@incollection{DBLP:reference/bdt/MarozzoB19,
author = {Fabrizio Marozzo and
Loris Belcastro},
title = {Cloud Computing for Big Data Analysis},
booktitle = {Encyclopedia of Big Data Technologies},
publisher = {Springer},
year = {2019}
}
@incollection{DBLP:reference/bioinf/Marozzo19,
author = {Fabrizio Marozzo},
title = {Infrastructures for High-Performance Computing: Cloud Infrastructures},
booktitle = {Encyclopedia of Bioinformatics and Computational Biology {(1)}},
pages = {240--246},
publisher = {Elsevier},
year = {2019}
}
@incollection{DBLP:reference/bioinf/MarozzoT19,
author = {Fabrizio Marozzo and
Paolo Trunfio},
title = {Infrastructures for High-Performance Computing: Cloud Computing Development
Environments},
booktitle = {Encyclopedia of Bioinformatics and Computational Biology {(1)}},
pages = {247--251},
publisher = {Elsevier},
year = {2019}
}
@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}
}
@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}
}
@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}
}
@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 = {{HPCS}},
pages = {144--150},
publisher = {{IEEE}},
year = {2018}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/europar/BelcastroMTT17,
author = {Loris Belcastro and
Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Appraising {SPARK} on Large-Scale Social Media Analysis},
booktitle = {Euro-Par Workshops},
series = {Lecture Notes in Computer Science},
volume = {10659},
pages = {483--495},
publisher = {Springer},
year = {2017}
}
@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 = {{HPCS}},
pages = {683--690},
publisher = {{IEEE}},
year = {2017}
}
@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 = {{HPCS}},
pages = {699--706},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/iri/DiamantiniGMPT17,
author = {Claudia Diamantini and
Laura Genga and
Fabrizio Marozzo and
Domenico Potena and
Paolo Trunfio},
title = {Discovering Mobility Patterns of Instagram Users through Process Mining
Techniques},
booktitle = {{IRI}},
pages = {485--492},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@incollection{DBLP:books/sp/17/BelcastroMTT17,
author = {Loris Belcastro and
Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Big Data Analysis on Clouds},
booktitle = {Handbook of Big Data Technologies},
pages = {101--142},
publisher = {Springer},
year = {2017}
}
@incollection{DBLP:series/ccn/MarozzoTT17,
author = {Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Implementing MapReduce Applications in Dynamic Cloud Environments},
booktitle = {Cloud Computing, 2nd Ed},
series = {Computer Communications and Networks},
pages = {211--223},
publisher = {Springer},
year = {2017}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/ica3pp/BelcastroLLMT16,
author = {Loris Belcastro and
Giulio Di Lieto and
Marco Lackovic and
Fabrizio Marozzo and
Paolo Trunfio},
title = {Geocon: {A} Middleware for Location-Aware Ubiquitous Applications},
booktitle = {{ICA3PP} Workshops},
series = {Lecture Notes in Computer Science},
volume = {10049},
pages = {234--243},
publisher = {Springer},
year = {2016}
}
@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 = {{HPCS}},
pages = {230--237},
publisher = {{IEEE}},
year = {2016}
}
@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 = {{RTSI}},
pages = {1--6},
publisher = {{IEEE}},
year = {2016}
}
@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}
}
@book{DBLP:books/el/TaaliaTM2015,
author = {Domenico Talia and
Paolo Trunfio and
Fabrizio Marozzo},
title = {Data Analysis in the Cloud},
publisher = {Elsevier},
year = {2015}
}
@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}
}
@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}
}
@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},
title = {Following soccer fans from geotagged tweets at {FIFA} World Cup 2014},
booktitle = {{ICSDM}},
pages = {33--38},
publisher = {{IEEE}},
year = {2015}
}
@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}
}
@inproceedings{DBLP:conf/hpc/BelcastroMTT14,
author = {Loris Belcastro and
Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Programming Visual and Script-based Big Data Analytics Workflows on
Clouds},
booktitle = {High Performance Computing Workshop},
series = {Advances in Parallel Computing},
volume = {26},
pages = {18--31},
publisher = {{IOS} Press},
year = {2014}
}
@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 = {{HPCC/CSS/ICESS}},
pages = {367--374},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/bcb/AgapitoCGMTT13,
author = {Giuseppe Agapito and
Mario Cannataro and
Pietro Hiram Guzzi and
Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Cloud4SNP: Distributed Analysis of {SNP} Microarray Data on the Cloud},
booktitle = {{BCB}},
pages = {468},
publisher = {{ACM}},
year = {2013}
}
@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 = {CloudCom {(2)}},
pages = {234--237},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@inproceedings{DBLP:conf/sc/MarozzoTT09,
author = {Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Scalable script-based data analysis workflows on clouds},
booktitle = {WORKS@SC},
pages = {124--133},
publisher = {{ACM}},
year = {2013}
}
@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}
}
@inproceedings{DBLP:conf/europar/MarozzoLRLTB12,
author = {Fabrizio Marozzo and
Francesc Lordan and
Roger Rafanell and
Daniele Lezzi and
Domenico Talia and
Rosa M. Badia},
title = {Enabling Cloud Interoperability with COMPSs},
booktitle = {Euro-Par},
series = {Lecture Notes in Computer Science},
volume = {7484},
pages = {16--27},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/europar/MarozzoTT12,
author = {Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {Using Clouds for Scalable Knowledge Discovery Applications},
booktitle = {Euro-Par Workshops},
series = {Lecture Notes in Computer Science},
volume = {7640},
pages = {220--227},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/hpc/MarozzoTT12,
author = {Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {A Cloud Framework for Big Data Analytics Workflows on Azure},
booktitle = {High Performance Computing Workshop {(1)}},
series = {Advances in Parallel Computing},
volume = {24},
pages = {182--191},
publisher = {{IOS} Press},
year = {2012}
}
@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}
}
@inproceedings{DBLP:conf/cloudcom/MarozzoTT11,
author = {Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {A Cloud Framework for Parameter Sweeping Data Mining Applications},
booktitle = {CloudCom},
pages = {367--374},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/pdp/MarozzoTT11,
author = {Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {A Framework for Managing MapReduce Applications in Dynamic Distributed
Environments},
booktitle = {{PDP}},
pages = {149--158},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@incollection{DBLP:series/ccn/MarozzoTT10,
author = {Fabrizio Marozzo and
Domenico Talia and
Paolo Trunfio},
title = {A Peer-to-Peer Framework for Supporting MapReduce Applications in
Dynamic Cloud Environments},
booktitle = {Cloud Computing},
series = {Computer Communications and Networks},
pages = {113--125},
publisher = {Springer},
year = {2010}
}
@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}
}
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