Publications @Book{big-data-book-big-data, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Marozzo, Fabrizio and Belcastro, Loris and Cantini, Riccardo and Orsino, Alessio}, TITLE = {Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs}, YEAR = {2024}, PUBLISHER = {World Scientific}, NOTE = {ISBN: 978-1-80061-504-5} } @InCollection{chap-cloud-comp-2ed, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Trunfio, Paolo}, TITLE = {Infrastructures for High-Performance Computing: Cloud Computing}, YEAR = {2024}, BOOKTITLE = {Reference Module in Life Sciences}, PUBLISHER = {Elsevier}, NOTE = {ISBN: 978-0-12-809633-8} } @InCollection{chap-cloud-ide-2ed, AUTHOR = {Cosentino, Cristian and Marozzo, Fabrizio and Trunfio, Paolo}, TITLE = {Infrastructures for High-Performance Computing: Cloud Computing Development Environments}, YEAR = {2024}, BOOKTITLE = {Reference Module in Life Sciences}, NOTE = {ISBN: 978-0-12-809633-8} } @Article{block-size-HPC-2024, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo and Badia, Rosa M. and Ejarque, Jorge and Vazquez-Novoa, Fernando}, TITLE = {Block size estimation for data partitioning in HPC applications using machine learning techniques}, YEAR = {2024}, JOURNAL = {Journal of Big Data}, VOLUME = {11}, NUMBER = {19} } @Article{ParSoDA-Py, AUTHOR = {Belcastro, Loris and Giampà , Salvatore and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo and Badia, Rosa M. and Ejarque, Jorge and Mammadli, Nihad}, TITLE = {Boosting HPC Data Analysis Performance with the ParSoDA-Py Library}, YEAR = {2024}, JOURNAL = {Journal of Supercomputing} } @Article{TalTruCOMP23, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Urgent Computing for Protecting People From Natural Disasters}, YEAR = {2023}, MONTH = {April}, JOURNAL = {Computer}, VOLUME = {56}, NUMBER = {4}, PAGES = {131-134}, URL = {https://ieeexplore.ieee.org/document/10098217}, PDF = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10098217} } @InProceedings{edge-cloud-urban-mobility-pdp2023, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility}, YEAR = {2023}, BOOKTITLE = {31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023)}, PAGES = {338-344} } @Article{edge-cloud-2023-ieee-access, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Edge-cloud continuum solutions for urban mobility prediction and planning}, YEAR = {2023}, JOURNAL = {IEEE Access}, VOLUME = {11}, PAGES = {38864-38874} } @InProceedings{ml-edge-cloud-dcoss-2023, AUTHOR = {Marozzo, Fabrizio and Orsino, Alessio and Trunfio, Paolo and Talia, Domenico}, TITLE = {Scaling machine learning at the edge-cloud: a distributed computing perspective}, YEAR = {2023}, BOOKTITLE = { 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)}, PAGES = {761-767}, ADDRESS = {Pafos, Cyprus} } @Article{algorithms-cripto-2023, AUTHOR = {Belcastro, Loris and Carbone, Domenico and Cosentino, Cristian and Marozzo, Fabrizio and Trunfio, Paolo}, TITLE = {Enhancing Cryptocurrency Price Forecasting: Integrating Machine Learning with Social Media and Market Data}, YEAR = {2023}, JOURNAL = {Algorithms}, NUMBER = {12} } @Article{HASHET-TKDD-2022, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Bruno, Giovanni and Trunfio, Paolo}, TITLE = {Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs}, YEAR = {2022}, JOURNAL = {ACM Transactions on Knowledge Discovery from Data}, VOLUME = {16}, NUMBER = {2}, PAGES = {1-26}, KEYWORDS = {Big data, Social media analysis} } @Article{big-data-analysis-survey, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Programming Big Data Analysis: Principles and Solutions}, YEAR = {2022}, JOURNAL = {Journal of Big Data}, VOLUME = {9}, NUMBER = {4}, KEYWORDS = {Big data} } @Article{pol2-bot-spam, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Analyzing Political Polarization on Social Media by Deleting Bot Spamming}, YEAR = {2022}, JOURNAL = {Big Data and Cognitive Computing}, VOLUME = {1}, NUMBER = {6} } @Article{worflow-HPC-DA-AI, AUTHOR = {Ejarque, Jorge and Badia, Rosa M. and Albertin, Loïc and Aloisio, Giovanni and Baglione, Enrico and Becerra, Yolanda and Boschert, Stefan and Berlin, Julian R. and D'Anca, Alessandro and Elia, Donatello and Exertier, François and Fiore, Sandro and Flich, José and Folch, Arnau and Gibbons, Steven J. and Koldunov, Nikolay and Lordan, Francesc and Lorito, Stefano and Lovholt, Finn and Macias, Jorge and Marozzo, Fabrizio and Michelini, Alberto and Monterrubio-Velasco, Marisol and Pienkowska, Marta and De la Puente, Josep and Queralt, Anna and Quintana-OrtÃ, Enrique S. and RodrÃguez, Juan E. and Romano, Fabrizio and Rossi, Riccardo and Rybicki, Jedrzej and Kupczyk, Miroslaw and Selva, Jacopo and Talia, Domenico and Tonini, Roberto and Trunfio, Paolo and Volpe, Manuela}, TITLE = {Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence}, YEAR = {2022}, JOURNAL = {Future Generation Computer Systems} } @Article{2020-US-Election-Analysis, AUTHOR = {Belcastro, Loris and Branda, Francesco and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Analyzing voter behavior on social media during the 2020 US presidential election campaign}, YEAR = {2022}, JOURNAL = {Social Network Analysis and Mining} } @InProceedings{Dis-ML-IoT-2022, AUTHOR = {Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Edge Computing Solutions for Distributed Machine Learning}, YEAR = {2022}, BOOKTITLE = {IEEE International Conference on Cloud and Big Data Computing (CBDCom)}, PAGES = {1-8} } @InProceedings{hpc-bigd-dcex-2022, AUTHOR = {Garcia Blas, Javier and Fernandez, Javier and Carretero, Jesus and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo and Martin de Blas, Daniel and Fernandez-Pena, Alberto}, TITLE = {Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model}, YEAR = {2022}, BOOKTITLE = {IEEE 34th International Symposium on Computer Architecture and High Performance Computing}, PAGES = {130-139} } @InProceedings{rtsi-ecommerce-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Passarelli, Martina and Trunfio, Paolo}, TITLE = {A visual tool for reducing returns in e-commerce platforms}, YEAR = {2021}, MONTH = {6-9 September}, BOOKTITLE = {6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021)}, PAGES = {474-479}, KEYWORDS = {Big data} } @InProceedings{closer2020-cloud-bigdata, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Cloud computing for enabling Big Data analysis}, YEAR = {2021}, MONTH = {7-9 May}, BOOKTITLE = {The 10th International Conference on Cloud Computing and Services Science (CLOSER 2020)}, PAGES = {84-109}, NOTE = {ISBN 978-3-030-72369-9}, KEYWORDS = {Big data, Cloud computing, Data analysis, Parallel Data Mining} } @Article{distribdbscan2020unical, AUTHOR = {Belcastro, Loris and Kechadi, M. Tahar and Marozzo, Fabrizio and Pastore, Luca and Talia, Domenico and Trunfio, Paolo}, TITLE = {Parallel extraction of Regions-of-Interest from social media data}, YEAR = {2021}, JOURNAL = {Concurrency and Computation: Practice and Experience}, KEY = {parallel clustering, regions-of-interest, RoI mining, scalability, social media analysis}, VOLUME = {33}, NUMBER = {8}, PAGES = {e5638}, KEYWORDS = {Big data, Cloud, Cloud computing, Clustering, Distributed Data Mining} } @Article{ADAGE-2021, AUTHOR = {Giampà , Salvatore and Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A data-aware scheduling strategy for executing large-scale distributed workflows}, YEAR = {2021}, JOURNAL = {IEEE Access}, VOLUME = {9}, PAGES = {47354-47364}, NOTE = {ISSN: 2169-3536} } @Article{IIWM-FutureInternet-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines}, YEAR = {2021}, JOURNAL = {Future Internet}, VOLUME = {13}, NUMBER = {5}, KEYWORDS = {Big data} } @Article{belcastro-2021-bigd, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo and Branda, Francesco and Palpanas, Themis and Imran, Muhammad}, TITLE = {Using Social Media for Sub-Event Detection during Disasters}, YEAR = {2021}, JOURNAL = {Journal of Big Data}, VOLUME = {8}, NUMBER = {79}, KEYWORDS = {Big data, Social media analysis} } @Article{WABC-OSNEM-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Mazza, Silvio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Weighted Artificial Bee Colony Algorithm for Influence Maximization}, YEAR = {2021}, JOURNAL = {Online Social Networks and Media}, VOLUME = {26}, PAGES = {100167} } @InProceedings{DCEx-europar, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Marozzo, Fabrizio and Belcastro, Loris and Garcia Blas, Javier and Del Rio, David and Couvée, Philippe and Goret, Gael and Vincent, Lionel and Fernà ndez-Pena, Alberto and Martin de Blas, Daniel and Nardi, Mirko and Pizzuti, Teresa and Spataru, Adrian and Justyna, Marek}, TITLE = {A Novel Data-Centric Programming Model for Large-Scale Parallel Systems}, YEAR = {2020}, MONTH = {26-30 August}, BOOKTITLE = {Euro-Par 2019: Parallel Processing Workshops}, PAGES = {452-463}, SERIES = {Lecture Notes in Computer Science}, ADDRESS = {Gottingen, Germany}, NOTE = {ISBN: 978-3-030-48339-5}, KEYWORDS = {Big data, Parallel Data Mining} } @Article{BitTorrentSW-cpe, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Sleep-and-Wake technique for reducing energy consumption in BitTorrent networks}, YEAR = {2020}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {32}, NUMBER = {14}, PAGES = {e5723}, KEYWORDS = {Energy efficiency, P2P} } @Article{iom-nn-ieee-access, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Learning Political Polarization on Social Media using Neural Networks}, YEAR = {2020}, JOURNAL = {IEEE Access}, VOLUME = {8}, NUMBER = {1}, PAGES = {47177-47187} } @InProceedings{parsoda-hpc-2018, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A High-Level Programming Library for Mining Social Media on HPC Systems}, YEAR = {2019}, MONTH = {2-6 July}, BOOKTITLE = {Post-Proc. of the High Performance Computing Workshop 2018, Cetraro, Italy, Advances in Parallel Computing}, VOLUME = {34}, PAGES = {3-21}, SERIES = {Advances in Parallel Computing}, PUBLISHER = {IOS Press}, KEYWORDS = {parallel programming, ParSoDA, Social media analysis} } @Article{Geocon_journal, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Trunfio, Paolo}, TITLE = {A Scalable Middleware for Context-aware Mobile Applications}, YEAR = {2019}, JOURNAL = {International Journal of Ad Hoc and Ubiquitous Computing}, VOLUME = {31}, NUMBER = {2}, PAGES = {112-122} } @InCollection{chapter-data-manag-ultrascale, AUTHOR = {Bilas, Angelos and Carretero, Jesus and Cortes, Toni and Garcia Blas, Javier and Gonzalez Ferez, Pilar and Papagiannis, Anastasios and Queralt, Anna and Marozzo, Fabrizio and Saloustros, Giorgos and Shoker, Ali and Talia, Domenico and Trunfio, Paolo}, TITLE = {Data management techniques}, YEAR = {2019}, BOOKTITLE = {Ultrascale Computing Systems}, PAGES = {85-126}, EDITOR = {Carretero, Jesus and Jeannot, Emmanuel and Zomaya, Albert}, SERIES = {Computing}, PUBLISHER = {IET}, KEYWORDS = {Big data} } @Article{snam-parsoda, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {ParSoDA: High-Level Parallel Programming for Social Data Mining}, YEAR = {2019}, JOURNAL = {Social Network Analysis and Mining}, VOLUME = {9}, NUMBER = {1}, KEYWORDS = {Big data, Social media analysis} } @InProceedings{algocloud2019-pol, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Developing a Cloud-based Algorithm for Analyzing the Polarization of Social Media Users}, YEAR = {2019}, BOOKTITLE = {5th International Symposium, ALGOCLOUD 2019}, PAGES = {15-24}, ADDRESS = {Munich, Germany}, KEYWORDS = {Big data, Cloud computing} } @InProceedings{skg2019pol2, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Discovering Political Polarization on Social Media: A Case Study}, YEAR = {2019}, BOOKTITLE = {15th International Conference on Semantics, Knowledge and Grids (SKG)}, PAGES = {182-189}, ADDRESS = {Guangzhou, China}, KEYWORDS = {Big data, Data analysis} } @InProceedings{bittorrentsw-hpcs2018, AUTHOR = {Marozzo, Fabrizio and Marzano, Francesco and Talia, Domenico and Trunfio, Paolo}, TITLE = {BitTorrentSW: A Sleep-and-Wake approach to reduce energy consumption in BitTorrent networks}, YEAR = {2018}, MONTH = {16-20 July}, BOOKTITLE = {The 2018 International Conference on High Performance Computing & Simulation (HPCS 2018)}, PAGES = {144-150}, ADDRESS = {Orléans, France}, KEYWORDS = {Energy efficiency} } @Article{DMCF-TSC, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Workflow Management System for Scalable Data Mining on Clouds}, YEAR = {2018}, JOURNAL = {IEEE Transactions On Services Computing}, VOLUME = {11}, NUMBER = {3}, PAGES = {480-492}, NOTE = {ISSN: 1939-1374}, KEYWORDS = {Cloud computing, Data analysis, Software-as-a-Service, Workflow} } @Article{groi-social-media, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data}, YEAR = {2018}, JOURNAL = {ACM Transactions on Knowledge Discovery from Data}, VOLUME = {12}, NUMBER = {3}, PAGES = {27:1-27:22}, ANNOTE = {ISSN = 1556-4681}, KEYWORDS = {Big data, Data analysis, Social media analysis} } @InCollection{cloud-develop-env-ency-2018, AUTHOR = {Marozzo, Fabrizio and Trunfio, Paolo}, TITLE = {Infrastructures for High-Performance Computing: Cloud Computing Development Environments}, YEAR = {2018}, BOOKTITLE = {Encyclopedia of Bioinformatics and Computational Biology}, EDITOR = {Ranganathan, Shoba and Nakai, Kenta and Schonbach, Christian and Gribskov, Michael}, PUBLISHER = {Elsevier}, NOTE = {ISBN 978-0-12-809633-8} } @InCollection{cloud-ency-2018, AUTHOR = {Trunfio, Paolo}, TITLE = {Infrastructures for High-Performance Computing: Cloud Computing}, YEAR = {2018}, BOOKTITLE = {Encyclopedia of Bioinformatics and Computational Biology}, EDITOR = {Ranganathan, Shoba and Nakai, Kenta and Schonbach, Christian and Gribskov, Michael}, PUBLISHER = {Elsevier}, NOTE = {ISBN 978-0-12-809633-8} } @Article{ShaviBigData18, AUTHOR = {El Shawi, Radwa and Sakr, Sherif and Talia, Domenico and Trunfio, Paolo}, TITLE = {Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service}, YEAR = {2018}, JOURNAL = {Big Data Research}, VOLUME = {14}, PAGES = {1--11} } @InCollection{handbook-big-data-chapter, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Big Data Analysis on Clouds}, YEAR = {2017}, MONTH = {December}, BOOKTITLE = {Handbook of Big Data Technologies}, PAGES = {101-142}, EDITOR = {Zomaya, Albert and Sakr, Sherif}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-3-319-49340-4_4}, NOTE = {ISBN: 978-3-319-49339-8}, KEYWORDS = {Big data, Cloud computing, Software-as-a-Service, Workflow} } @Article{SMA4TD-OSNEM-2017, AUTHOR = {Cesario, Eugenio and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {SMA4TD: A Social Media Analysis Methodology for Trajectory Discovery in Large-Scale Events}, YEAR = {2017}, MONTH = {October}, JOURNAL = {Online Social Networks and Media}, VOLUME = {3-4}, PAGES = {49-62}, KEYWORDS = {Big data, Cloud} } @InProceedings{parsoda-spark, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Appraising SPARK on Large-Scale Social Media Analysis}, YEAR = {2017}, MONTH = {28-29 August}, BOOKTITLE = {Euro-Par Workshops}, PAGES = {483-495}, SERIES = {Lecture Notes in Computer Science }, ADDRESS = {Santiago de Compostela, Spain}, NOTE = {ISBN: 978-3-319-75178-8}, KEYWORDS = {Big data, Data analysis, ParSoDA} } @InProceedings{mobility-instagram-2017, AUTHOR = {Diamantini, Claudia and Genga, Laura and Marozzo, Fabrizio and Potena, Domenico and Trunfio, Paolo}, TITLE = {Discovering Mobility Patterns of Instagram Users through Process Mining Techniques}, YEAR = {2017}, MONTH = {4-6 August}, BOOKTITLE = {IEEE International Conference on Information Reuse and Integration}, PAGES = {485-492}, NOTE = {ISBN 978-1-5386-1562-1} } @InProceedings{HPCS2017-DMCF-Herc, AUTHOR = {Marozzo, Fabrizio and Rodrigo Duro, Francisco and Garcia Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo}, TITLE = {Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows}, YEAR = {2017}, MONTH = {17-21 July}, BOOKTITLE = {The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017)}, PAGES = {699--706}, ADDRESS = {Genoa, Italy}, NOTE = {ISBN 978-1-5386-3250-5}, KEYWORDS = {Cloud, data locality, DMCF, in-memory storage} } @InProceedings{HPCS2017-ParSoDA, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Parallel Library for Social Media Analytics}, YEAR = {2017}, MONTH = {17-21 July}, BOOKTITLE = {The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017)}, PAGES = {683--690}, ADDRESS = {Genoa, Italy}, NOTE = {ISBN 978-1-5386-3250-5}, KEYWORDS = {Big data, Cloud, Cloud computing} } @Article{ComFalTalTruCCPE2017, AUTHOR = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo}, TITLE = {Energy-Aware Task Allocation for Small Devices in Wireless Networks}, YEAR = {2017}, MONTH = {10 January}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {29}, PUBLISHER = {Wiley InterScience} } @InCollection{MarTalTruP2P2017, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Implementing MapReduce Applications in Dynamic Cloud Environments}, YEAR = {2017}, BOOKTITLE = {Cloud Computing: Principles, Systems and Applications, second edition}, PAGES = {211-223}, EDITOR = {Antonopoulos, Nick and Gillam, Lee}, PUBLISHER = {Springer}, NOTE = {ISBN: 978-3-319-54645-2}, KEYWORDS = {P2P, P2P-MapReduce} } @Article{DMCF-Hercules-2017, AUTHOR = {Marozzo, Fabrizio and Rodrigo Duro, Francisco and Garcia Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Data-aware Scheduling Strategy for Workflow Execution in Clouds}, YEAR = {2017}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {29}, NUMBER = {24}, PUBLISHER = {Wiley InterScience}, NOTE = {ISSN: 1532-0634}, KEYWORDS = {Data Caching, Distributed Data Mining, location-aware} } @InProceedings{geocon-ucer2016, AUTHOR = {Belcastro, Loris and Di Lieto, Giulio and Lackovic, Marco and Marozzo, Fabrizio and Trunfio, Paolo}, TITLE = {Geocon: A Middleware for Location-aware Ubiquitous Applications}, YEAR = {2016}, MONTH = {December}, BOOKTITLE = {Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016)}, PAGES = {234-243}, ADDRESS = {Granada, Spain}, NOTE = {ISBN: 978-3-319-49956-7}, KEYWORDS = {location-aware, middleware, Mobile computing} } @InProceedings{data-aware-nesus-2016, AUTHOR = {Marozzo, Fabrizio and Rodrigo Duro, Francisco and Garcia Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Data-Aware Scheduling Strategy for DMCF workflows over Hercules}, YEAR = {2016}, MONTH = {6-7 October}, BOOKTITLE = {Proc. of the Third International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2016)}, PAGES = {37-44}, ADDRESS = {Sofia, Bulgaria}, NOTE = {ISBN 978-84-617-7450-0}, KEYWORDS = {Data Caching, Workflow} } @InProceedings{Nubytics-RTSI2016, AUTHOR = {Cesario, Eugenio and Iannazzo, Andrea Raffaele and Marozzo, Fabrizio and Morello, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Nubytics: Scalable Cloud Services for Data Analysis and Prediction}, YEAR = {2016}, MONTH = {7-9 September}, BOOKTITLE = {2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016)}, PAGES = {1-6}, ADDRESS = {Bologna, Italy}, NOTE = {ISBN: 978-1-5090-1131-5}, KEYWORDS = {Big data, Software-as-a-Service} } @InProceedings{EXPO-HPCS-2016, AUTHOR = {Cesario, Eugenio and Iannazzo, Andrea Raffaele and Marozzo, Fabrizio and Morello, Fabrizio and Riotta, Gianni and Spada, Alessandra and Talia, Domenico and Trunfio, Paolo}, TITLE = {Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results}, YEAR = {2016}, MONTH = {18-22 July}, BOOKTITLE = {The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016)}, PAGES = {230-237}, ADDRESS = {Innsbruck, Austria}, NOTE = {ISBN: 978-1-5090-2088-1}, KEYWORDS = {Data analysis, Software-as-a-Service, Trajectory pattern mining} } @Article{ComTalTruJPDC2016, AUTHOR = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Distributed Selectivity-driven Search Strategy for Semi-structured Data over DHT-based Networks}, YEAR = {2016}, MONTH = {June}, JOURNAL = {Journal of Parallel and Distributed Computing}, VOLUME = {93-94}, PAGES = {10--29}, PUBLISHER = {Elsevier Science} } @InCollection{MarTalTruECC2016, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Cloud Services for Distributed Knowledge Discovery}, YEAR = {2016}, BOOKTITLE = {Encyclopedia of Cloud Computing}, PAGES = {774--785}, EDITOR = {Murugesan, San and Bojanova, Irena}, PUBLISHER = {Wiley-IEEE}, NOTE = {ISBN 978-1-118-82197-8} } @Article{flightdelayTIST2016, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Using Scalable Data Mining for Predicting Flight Delays}, YEAR = {2016}, JOURNAL = {ACM Transactions on Intelligent Systems and Technology}, VOLUME = {8}, NUMBER = {1}, PAGES = {5:1-5:20}, KEYWORDS = {Big data, Cloud, MapReduce} } @Article{JOS2016-DMCF-Hercules, AUTHOR = {Rodrigo Duro, Francisco and Marozzo, Fabrizio and Garcia Blas, Javier and Talia, Domenico and Trunfio, Paolo}, TITLE = {Exploiting in-memory storage for improving workflow executions in Cloud platforms}, YEAR = {2016}, JOURNAL = {Journal of Supercomputing}, VOLUME = {72}, NUMBER = {11}, PAGES = {4069-4088}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/s11227-016-1678-y}, PDF = {http://scalab.dimes.unical.it/pubadmin/../papers/pdf/06_JOS-DMCFHercules.pdf}, KEYWORDS = {Cloud, data cache, DMCF, Hercules, in-memory storage, Parallel Data Mining, Workflow} } @Book{ElsevierBookTaliaTrunfioMarozzo2015, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Marozzo, Fabrizio}, TITLE = {Data Analysis in the Cloud: Models, Techniques and Applications}, YEAR = {2015}, MONTH = {October}, PUBLISHER = {Elsevier}, NOTE = {ISBN 978-0-12-802881-0} } @Article{TruCCPE2015, AUTHOR = {Trunfio, Paolo}, TITLE = {A two-layer model for improving the energy efficiency of file sharing peer-to-peer networks}, YEAR = {2015}, MONTH = {10 September}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {27}, NUMBER = {13}, PAGES = {3166–-3183}, PUBLISHER = {Wiley InterScience} } @InProceedings{nesus2015, AUTHOR = {Rodrigo Duro, Francisco and Marozzo, Fabrizio and Garcia Blas, Javier and Carretero, Jesus and Talia, Domenico and Trunfio, Paolo}, TITLE = {Evaluating data caching techniques in DMCF workflows using Hercules}, YEAR = {2015}, MONTH = {September}, BOOKTITLE = {Proc. of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015)}, PAGES = {69-76}, ADDRESS = {Krakow, Poland}, NOTE = {ISBN: 978-84-608-2581-4}, KEYWORDS = {Parallel Data Mining, Workflow} } @InProceedings{ICSDM2015, AUTHOR = {Cesario, Eugenio and Congedo, Chiara and Marozzo, Fabrizio and Riotta, Gianni and Spada, Alessandra and Talia, Domenico and Trunfio, Paolo and Turri, Carlo}, TITLE = {Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014}, YEAR = {2015}, MONTH = {July}, BOOKTITLE = {Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services}, PAGES = {33--38}, ADDRESS = {Fuzhou, China}, NOTE = {ISBN 978-1-4799-7748-2} } @InCollection{AgrBorLSDSEEHV15, AUTHOR = {Agrawal, Pragati and Borgetto, Damien and Comito, Carmela and Da Costa, Georges and Pierson, Jean-Marc and Prakash, Payal and Rao, Shrisha and Talia, Domenico and Thiam, Cheikhou and Trunfio, Paolo}, TITLE = {Scheduling and Resource Allocation}, YEAR = {2015}, MONTH = {May}, BOOKTITLE = {Large Scale Distributed Systems and Energy Efficiency: A Holistic View}, PAGES = {225--260}, EDITOR = {Pierson, Jean-Marc}, SERIES = {Parallel and Distributed Computing}, PUBLISHER = {Wiley}, NOTE = {ISBN 978-1-118-86463-0} } @Article{MarTalTruCCPE2015, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {JS4Cloud: Script-based Workflow Programming for Scalable Data Analysis on Cloud Platforms}, YEAR = {2015}10 , JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {27}, NUMBER = {17}, PAGES = {5214--5237}, PUBLISHER = {Wiley InterScience }, PDF = {http://scalab.dimes.unical.it/pubadmin/../papers/pdf/JS4Cloud-PrePrint-OK.pdf} } @Article{DaCostaSFI2015, AUTHOR = {Da Costa, Georges and Fahringer, Thomas and Rico-Gallego, Juan-Antonio and Grasso, Ivan and Hristov, Atanas and Karatza, Helen D. and Lastovetsky, Alexey and Marozzo, Fabrizio and Petcu, Dana and Stavrinides, Georgios L. and Talia, Domenico and Trunfio, Paolo and Astsatryan, Hrachya}, TITLE = {Exascale machines require new programming paradigms and runtimes}, YEAR = {2015}, JOURNAL = {Supercomputing Frontiers and Innovations}, VOLUME = {2}, NUMBER = {2}, PAGES = {6--27}, URL = {http://dx.doi.org/10.14529/jsfi150201}, PDF = {http://scalab.dimes.unical.it/pubadmin/../papers/pdf/Exascale Machines Require New Programming Paradigms andRuntimes.pdf} } @InProceedings{BelMarTalTruHPC14, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Programming Visual and Script-based Big Data Analytics Workflows on Clouds}, YEAR = {2015}, BOOKTITLE = {Post-Proc. of the High Performance Computing Workshop 2014}, VOLUME = {26}, PAGES = {18--31}, EDITOR = {Grandinetti, Lucio and Joubert, Gerhard and Kunze, Marcel and Pascucci, Valerio}, SERIES = {Advances in Parallel Computing}, ADDRESS = {Cetraro, Italy}, PUBLISHER = {IOS Press}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/ProgrammingVisualScript WorkflowsClouds.pdf}, NOTE = {ISBN: 978-1-61499-582-1} } @InProceedings{MarTalTruNesus2014, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Workflow-oriented Language for Scalable Data Analytics}, YEAR = {2014}, MONTH = {August}, BOOKTITLE = {Proc. of the First International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2014)}, PAGES = {7--12}, ADDRESS = {Porto, Portugal}, NOTE = {ISBN 978-84-617-2251-8}, KEYWORDS = {Parallel Data Mining, Workflow} } @InProceedings{FolPisTruHPCS14, AUTHOR = {Folino, Gianluigi and Pisani, Francesco and Trunfio, Paolo}, TITLE = {Efficient Discovery of Data Mining Services over DHT-based Overlays}, YEAR = {2014}, MONTH = {July}, BOOKTITLE = {Proc. of the 12th Int. Conference on High Performance Computing and Simulation (HPCS 2014)}, PAGES = {484--490}, ADDRESS = {Bologna, Italy}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-1-4799-5312-7} } @InProceedings{CorTruCTS14, AUTHOR = {Corigliano, Salvatore and Trunfio, Paolo}, TITLE = {Exploiting Sleep-and-Wake Strategies in the Gnutella Network}, YEAR = {2014}, MONTH = {19-23 May}, BOOKTITLE = {Proc. of the 15th Int. Conference on Collaboration Technologies and Systems (CTS 2014)}, PAGES = {406--412}, ADDRESS = {Minneapolis, USA}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-1-4799-5158-1} } @Book{IOT14, TITLE = {Internet of Things Based on Smart Objects: Technology, Middleware and Applications}, YEAR = {2014}, EDITOR = {Fortino, Giancarlo and Trunfio, Paolo}, SERIES = {Internet of Things}, PUBLISHER = {Springer}, NOTE = {ISBN 978-3-319-00490-7} } @InCollection{LacTruIOT14, AUTHOR = {Lackovic, Marco and Trunfio, Paolo}, TITLE = {A Service-Oriented Discovery Framework for Cooperating Smart Objects}, YEAR = {2014}, BOOKTITLE = {Internet of Things Based on Smart Objects: Technology, Middleware and Applications}, PAGES = {85--105}, EDITOR = {Fortino, Giancarlo and Trunfio, Paolo}, PUBLISHER = {Springer}, NOTE = {ISBN 978-3-319-00490-7} } @InProceedings{MarTalTruWORKS13, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Scalable Script-based Data Analysis Workflows on Clouds}, YEAR = {2013}, MONTH = {November}, BOOKTITLE = {Proc. of the 8th Workshop on Workflows in Support of Large-Scale Science (WORKS 2013)}, PAGES = {124--133}, ADDRESS = {Denver, CO, USA}, PUBLISHER = {ACM Press}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/Scalable Script-based Workflows on Clouds.pdf}, NOTE = {ISBN 978-1-4503-2502-8} } @Article{ComFalTalCERA2013, AUTHOR = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo}, TITLE = {Efficient Allocation of Data Mining Tasks in Mobile Environments}, YEAR = {2013}, MONTH = {September}, JOURNAL = {Concurrent Engineering: Research and Applications}, VOLUME = {21}, NUMBER = {3}, PAGES = {197--207} } @InProceedings{AgaCanGuzBCB13, AUTHOR = {Agapito, Giuseppe and Cannataro, Mario and Guzzi, Pietro Hiram and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud}, YEAR = {2013}, MONTH = {September}, BOOKTITLE = {Proc. of the ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics 2013 (ACM BCB 2013)}, PAGES = {468}, ADDRESS = {Washington, DC, USA}, PUBLISHER = {ACM Press}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/Cloud4SNP.pdf}, NOTE = {ISBN 978-1-4503-2434-2} } @InProceedings{ForLacIDCS13, AUTHOR = {Fortino, Giancarlo and Lackovic, Marco and Russo, Wilma and Trunfio, Paolo}, TITLE = {A Discovery Service for Smart Objects over an Agent-Based Middleware}, YEAR = {2013}, MONTH = {September}, BOOKTITLE = {Proc. of the 6th International Conference on Internet and Distributed Computing Systems (IDCS 2013)}, VOLUME = {8223}, PAGES = {281-293}, SERIES = {Lecture Notes in Computer Science}, ADDRESS = {Hangzhou, China}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-3-642-41428-2_23}, NOTE = {ISBN 978-3-642-41427-5} } @Article{CesLacTalTruCCPE13, AUTHOR = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {Programming Knowledge Discovery Workflows in Service-Oriented Distributed Systems}, YEAR = {2013}, MONTH = {July}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {25}, NUMBER = {10}, PAGES = {1482--1504}, PUBLISHER = {Wiley InterScience}, KEYWORDS = {Knowledge Grid} } @InProceedings{MarTalTruHPC12, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Cloud Framework for Big Data Analytics Workflows on Azure}, YEAR = {2013}, BOOKTITLE = {Post-Proc. of the High Performance Computing Workshop 2012}, VOLUME = {23}, PAGES = {182--191}, EDITOR = {Catlett, Charlie and Gentzsch, Wolfgang and Grandinetti, Lucio and Joubert, Gerhard and Vazquez-Poletti, José Luis}, SERIES = {Advances in Parallel Computing}, ADDRESS = {Cetraro, Italy}, PUBLISHER = {IOS Press}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/CloudFrameworkBigDataAnalyticsWorkflowsAzure.pdf}, NOTE = {ISBN 978-1-61499-321-6} } @Book{CRCBookTaliaTrunfio2012, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-oriented distributed knowledge discovery}, YEAR = {2012}, MONTH = {October}, PUBLISHER = {Chapman and Hall/CRC}, NOTE = {ISBN 978-1-4398-7531-5} } @InProceedings{ComFalTalTruIDC12, AUTHOR = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo}, TITLE = {A distributed allocation strategy for data mining tasks in mobile environments}, YEAR = {2012}, MONTH = {24-26 September}, BOOKTITLE = {Proc. of the 6th International Symposium on Intelligent Distributed Computing (IDC 2012)}, VOLUME = {446}, PAGES = {231--240}, SERIES = { Studies in Computational Intelligence}, ADDRESS = { Calabria, Italy}, PUBLISHER = {Springer}, NOTE = {ISBN 978-3-642-32524-3} } @InCollection{ComTalTruEEDCS2012, AUTHOR = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo}, TITLE = {An Energy Aware Framework for Mobile Data Mining}, YEAR = {2012}, MONTH = {September}, BOOKTITLE = {Energy Efficient Distributed Computing Systems}, EDITOR = {Zomaya, Albert and Choon Lee, Young}, PUBLISHER = {Wiley-IEEE Computer Society Press}, CHAPTER = {23}, NOTE = {ISBN 978-0-470-90875-4} } @InProceedings{DBLP:conf/europar/MarozzoTT12, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Using Clouds for Scalable Knowledge Discovery Applications}, YEAR = {2012}, MONTH = {August}, BOOKTITLE = {Euro-Par Workshops}, VOLUME = {7640}, PAGES = {220-227}, SERIES = {Lecture Notes in Computer Science}, ADDRESS = {Rhodes Island, Greece}, CROSSREF = {DBLP:conf/europar/2012w}, NOTE = {ISBN: 978-3-642-36949-0} } @InProceedings{FalTruHPCS12, AUTHOR = {Falace, Gabriele and Trunfio, Paolo}, TITLE = {An Evaluation of Sampling Algorithms for Estimating the Size of a Chord Network}, YEAR = {2012}, MONTH = {2-6 July}, BOOKTITLE = {Proc. of the 10th Int. Conference on High Performance Computing and Simulation (HPCS 2012)}, PAGES = {329--335}, ADDRESS = {Madrid, Spain}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-1-4673-2359-8} } @Article{PirTalTruFGCS2012, AUTHOR = {Pirrò, Giuseppe and Talia, Domenico and Trunfio, Paolo}, TITLE = {A DHT-Based Semantic Overlay Network for Service Discovery}, YEAR = {2012}, MONTH = {April}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {28}, NUMBER = {4}, PAGES = {689--707}, PUBLISHER = {Elsevier Science} } @InCollection{CesLacTalDMFIP12, AUTHOR = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid}, YEAR = {2012}, BOOKTITLE = {Data Mining: Foundations and Intelligent Paradigms}, VOLUME = {24}, PAGES = {57--75}, EDITOR = {Holmes, D.E. and Jain, L.C.}, SERIES = {Intelligent Systems Reference Library}, PUBLISHER = {Springer}, NOTE = {ISBN 978-3-642-23240-4}, KEYWORDS = {Knowledge Grid, Workflow} } @Article{MarTalTruJCSS12, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {P2P-MapReduce: Parallel data processing in dynamic Cloud environments}, YEAR = {2012}, JOURNAL = {Journal of Computer and System Sciences}, VOLUME = {78}, NUMBER = {5}, PAGES = {1382--1402}, PUBLISHER = {Elsevier Science}, KEYWORDS = {Cloud, P2P-MapReduce, Peer-to-Peer} } @InProceedings{ComFalTalCGC11, AUTHOR = {Comito, Carmela and Falcone, Deborah and Talia, Domenico and Trunfio, Paolo}, TITLE = {Energy Efficient Task Allocation over Mobile Networks}, YEAR = {2011}, MONTH = {13 December}, BOOKTITLE = {Proc. of the 9th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2011)}, PAGES = {380--387}, ADDRESS = {Sydney, Australia}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-1-4673-0006-3} } @InProceedings{MarTalTruCloudCom2011, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Cloud Framework for Parameter Sweeping Data Mining Applications}, YEAR = {2011}, MONTH = {1 December}, BOOKTITLE = {Proc. of the 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2011)}, PAGES = {367--374}, ADDRESS = {Athens, Greece}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-0-7695-4622-3} } @InProceedings{ComTalTruScalCom2011, AUTHOR = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo}, TITLE = {An Energy-Aware Clustering Scheme for Mobile Applications}, YEAR = {2011}, MONTH = {August}, BOOKTITLE = {Proc. of the 11th IEEE International Conference on Computer and Information Technology (CIT 2011)}, PAGES = {15-22}, ADDRESS = {Paphos, Cyprus}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-1-4577-0383-6 } } @InProceedings{MarTalTruPDP11, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Framework for Managing MapReduce Applications in Dynamic Distributed Environments}, YEAR = {2011}, MONTH = {9-11 February}, BOOKTITLE = {Proc. of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011)}, PAGES = {149--158}, ADDRESS = {Ayia Napa, Cyprus}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-0-7695-4328-4} } @InProceedings{CesLacTalTruHPC10, AUTHOR = {Cesario, Eugenio and Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Data Analysis in Distributed Computing Systems}, YEAR = {2011}, BOOKTITLE = {Post-Proc. of the High Performance Computing Workshop 2010}, VOLUME = {20}, PAGES = {225--245}, EDITOR = {Foster, Ian and Gentzsch, Wolfgang and Grandinetti, Lucio and Joubert, Gerhard R.}, SERIES = {Advances in Parallel Computing}, ADDRESS = {Cetraro, Italy}, PUBLISHER = {IOS Press}, URL = {http://dx.doi.org/10.3233/978-1-60750-803-8-225}, NOTE = {ISBN 978-1-60750-802-1}, KEYWORDS = {Knowledge Grid} } @Article{TalTruJPDC10, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Enabling dynamic querying over distributed hash tables}, YEAR = {2010}, MONTH = {December}, JOURNAL = {Journal of Parallel and Distributed Computing}, VOLUME = {70}, NUMBER = {12}, PAGES = {1254--1265}, PUBLISHER = {Elsevier Science} } @InProceedings{ComTalTruIDEAS10, AUTHOR = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo}, TITLE = {Selectivity-based XML query processing in structured peer-to-peer networks}, YEAR = {2010}, MONTH = {16-18 August}, BOOKTITLE = {Proc. of the 14th Int. Database Engineering and Applications Symposium (IDEAS 2010)}, PAGES = {236--244}, ADDRESS = {Montreal, Canada}, PUBLISHER = {ACM Int. Conf. Proc. Series }, NOTE = {ISBN 978-1-60558-900-8}, KEYWORDS = {Peer-to-Peer, XML} } @Article{TalTruCACM10, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {How Distributed Data Mining Tasks can Thrive as Knowledge Services}, YEAR = {2010}, MONTH = {July}, JOURNAL = {Communications of the ACM}, VOLUME = {53}, NUMBER = {7}, PAGES = {132--137}, KEYWORDS = {Distributed Data Mining, Knowledge Grid, Weka4WS} } @InProceedings{SabTruTalHPCS10, AUTHOR = {Saberi, Sahar and Trunfio, Paolo and Talia, Domenico and Fesharaki, Mehdi N. and Badie, Kambiz}, TITLE = {Using Social Network and Semantic Overlay Network Approaches to Share Knowledge in Distributed Data Mining Scenarios}, YEAR = {2010}, MONTH = {28 June - 2 July}, BOOKTITLE = {Proc. of the 8th Int. Conference on High Performance Computing and Simulation (HPCS 2010)}, PAGES = {536-544}, ADDRESS = {Caen, France}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-1-4244-6827-0} } @InProceedings{PirTruTalCCGrid10, AUTHOR = {Pirrò, Giuseppe and Trunfio, Paolo and Talia, Domenico and Missier, Paolo and Goble, Carole}, TITLE = {ERGOT: A Semantic-based System for Service Discovery in Distributed Infrastructures}, YEAR = {2010}, MONTH = {17-20 May}, BOOKTITLE = {Proc. of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2010)}, PAGES = {263--272}, ADDRESS = {Melbourne, Australia}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-0-7695-4039-9}, KEYWORDS = {P2P} } @InCollection{TalTruMI10, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Mobile Data Mining on Small Devices Through Web Services}, YEAR = {2010}, MONTH = {February}, BOOKTITLE = {Mobile Intelligence: Mobile Computing and Computational Intelligence}, PAGES = {264--276}, EDITOR = {Yang, Laurence T. and Waluyo, Augustinus Borgy and Ma, Jianhua and Tan, Ling and Srinivasan, Bala}, PUBLISHER = {John Wiley & Sons}, NOTE = {ISBN 978-0-470-19555-0}, KEYWORDS = {Web Services} } @InProceedings{TalTruHPC08, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Using Peer-to-Peer Dynamic Querying in Grid Information Services}, YEAR = {2010}, BOOKTITLE = {Post-Proc. of the High Performance Computing Workshop 2008}, VOLUME = {14}, PAGES = {109--126}, EDITOR = {Gentzsch, Wolfgang and Grandinetti, Lucio and Joubert, Gerhard}, SERIES = {Advances in Parallel Computing}, ADDRESS = {Cetraro, Italy}, PUBLISHER = {IOS Press}, NOTE = {ISBN 978-1-60750-073-5}, KEYWORDS = {Grid, P2P} } @InProceedings{PapTruTalGPSC10, AUTHOR = {Papadakis, Harris and Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi}, TITLE = {An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service}, YEAR = {2010}, BOOKTITLE = {Proc. of the CoreGrid-ERCIM-Working-Group Workshop on Grids, P2P and Services Computing 2009, in conjunction with EuroPar 2009}, PAGES = {59--72}, EDITOR = {Desprez, Frederic and Getov, Vladimir and Priol, Thierry and Yahyapour, Ramin}, ADDRESS = {Delft, NETHERLANDS}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-1-4419-6794-7_6}, NOTE = {ISBN 978-1-4419-6793-0 }, KEYWORDS = {Grid, P2P} } @InCollection{MarTalTruCLOUD10, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments}, YEAR = {2010}, BOOKTITLE = {Cloud Computing: Principles, Systems and Applications}, PAGES = {113--125}, EDITOR = {Antonopoulos, Nick and Gillam, Lee}, PUBLISHER = {Springer}, CHAPTER = {7}, NOTE = {ISBN 978-1-84996-240-7}, KEYWORDS = {P2P} } @InProceedings{PirMisTruISDA09, AUTHOR = {Pirrò, Giuseppe and Missier, Paolo and Trunfio, Paolo and Talia, Domenico and Falace, Gabriele and Goble, Carole}, TITLE = {Combining DHTs and SONs for Semantic-Based Service Discovery}, YEAR = {2009}, MONTH = {30 November - 2 December}, BOOKTITLE = {Proc. of the 9th International Conference on Intelligent Systems Design and Applications (ISDA'09)}, PAGES = {902--907}, ADDRESS = {Pisa, Italy}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-0-7695-3872-3}, KEYWORDS = {P2P} } @InProceedings{LacTalTruICWM09, AUTHOR = {Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Service-Oriented Framework for Executing Data Mining Workflows on Grids}, YEAR = {2009}, MONTH = {May}, BOOKTITLE = {Proc. of the 4th International Workshop on Workflow Management (ICWM2009), in conjunction with GPC'09}, PAGES = {72--79}, ADDRESS = {Geneva, Switzerland}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-0-7695-3677-4}, KEYWORDS = {Grid, Weka4WS, Workflow} } @InCollection{TalTruNGDM08, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Architectures for Distributed and Mobile Knowledge Discovery}, YEAR = {2009}, BOOKTITLE = {Next Generation of Data Mining}, PAGES = {223--242}, EDITOR = {Kargupta, Hillol and Han, Jiawei and Yu, Philip and Motwani, Rajeev and Kumar, Vipin}, PUBLISHER = {CRC Press}, NOTE = {ISBN 978-1-4200-8586-0}, KEYWORDS = {Knowledge Grid, Weka4WS} } @InCollection{LacTalTruFCI09, AUTHOR = {Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Framework for Composing Knowledge Discovery Workflows in Grids}, YEAR = {2009}, BOOKTITLE = {Foundations of Computational Intelligence Vol 6: Data Mining Theoretical Foundations and Applications, Studies in Computational Intelligence}, PAGES = {345--369}, EDITOR = {Abraham, Ajith and Hassanien, Aboul-Ella and Carvalho, André and Snášel, Václav}, PUBLISHER = {Springer}, NOTE = {ISBN 978-3-642-01090-3}, KEYWORDS = {Grid, Weka4WS} } @TechReport{coregrid:tr0179, AUTHOR = {Papadakis, Harris and Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi}, TITLE = {An Experimental Evaluation of the DQ-DHT Algorithm in a Grid Information Service}, YEAR = {2009}, NUMBER = {TR-0179}, INSTITUTION = {CoreGRID Network of Excellence - Research Topic Self-* and adaptive mechanisms} } @InProceedings{LacTalTruHPDM08, AUTHOR = {Lackovic, Marco and Talia, Domenico and Trunfio, Paolo}, TITLE = {Service Oriented KDD: A Framework for Grid Data Mining Workflows}, YEAR = {2008}, MONTH = {15 December}, BOOKTITLE = {Proc. of the 10th International Workshop on High Performance Data Mining (HPDM 2008), in conjunction with ICDM'08}, PAGES = {496--505}, ADDRESS = {Pisa, Italy}, PUBLISHER = {IEEE Computer Society Press}, NOTE = {ISBN 978-0-7695-3503-6 }, KEYWORDS = {Grid, Weka4WS} } @Article{TalTruVerCCPE08, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Verta, Oreste}, TITLE = {The Weka4WS framework for distributed data mining in service-oriented Grids}, YEAR = {2008}, MONTH = {November}, JOURNAL = {Concurrency and Computation: Practice and Experience}, VOLUME = {20}, NUMBER = {16}, PAGES = {1933--1951}, PUBLISHER = {Wiley InterScience}, URL = {http://dx.doi.org/10.1002/cpe.1311}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/CCPE08.pdf}, KEYWORDS = {Grid, Weka4WS} } @InCollection{CesConTalDMTGCE08, AUTHOR = {Cesario, Eugenio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Data Analysis Services in the Knowledge Grid}, YEAR = {2008}, MONTH = {November}, BOOKTITLE = {Data Mining Techniques in Grid Computing Environments}, PAGES = {17--36}, EDITOR = {Dubitzky, Werner}, PUBLISHER = {Wiley-Blackwell}, NOTE = {ISBN 978-0-470-51258-6}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{MarTalTruCCA08, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Adapting MapReduce for Dynamic Environments Using a Peer-to-Peer Model}, YEAR = {2008}, MONTH = {October}, BOOKTITLE = {Proc. of the First Workshop on Cloud Computing and its Applications (CCA 2008)}, ADDRESS = {Chicago, USA}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/CCA08.pdf}, KEYWORDS = {Cloud computing, MapReduce, P2P, P2P-MapReduce, Peer-to-Peer} } @InProceedings{TalTruDSOM08, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Dynamic Querying in Structured Peer-to-Peer Networks}, YEAR = {2008}, MONTH = {September}, BOOKTITLE = {Proc. of the 19th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM 2008)}, VOLUME = {5273}, PAGES = {28--41}, SERIES = {LNCS}, ADDRESS = {Samos Island, Greece}, PUBLISHER = {Springer}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/DQ-DHT.pdf}, SLIDES = {http://grid.deis.unical.it/publications/../papers/slides/DQ-DHT-Presentation.pdf}, NOTE = {ISBN 978-3-540-85999-4}, KEYWORDS = {P2P} } @TechReport{coregrid:tr0177, AUTHOR = {Pirrò, Giuseppe and Talia, Domenico and Trunfio, Paolo and Missier, Paolo and Goble, Carole}, TITLE = {ERGOT: Combining DHTs and SONs for Semantic-Based Service Discovery on the Grid}, YEAR = {2008}, MONTH = {31 August}, NUMBER = {TR-0177}, INSTITUTION = {Institute on Knowledge and Data Management, Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0177.pdf}, KEYWORDS = {Grid, P2P, Semantic Similarity, Web Services, WordNet} } @Misc{coregrid:whp0004, AUTHOR = {Andrzejak, Artur and Mastroianni, Carlo and Fragopoulou, Paraskevi and Kondo, Derrick and Malecot, Paul and Reinefeld, Alexander and Schintke, Florian and Schütt, T. and Silaghi, George-Cosmin and Moura Silva, Luis and Trunfio, Paolo and Zeinalipour-Yazti, Demetris and Zimeo, Eugenio}, TITLE = {Grid Architectural Issues: State-of-the-art and Future Trends}, YEAR = {2008}, MONTH = {May}, NUMBER = {WHP-0004}, INSTITUTION = {Institute on Architectural Issues: Scalability, Dependability, Adaptability, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/WhitePapers/whp-0004.pdf}, KEYWORDS = {Grid, Peer-to-Peer} } @Article{CanTalTraFGCS08, AUTHOR = {Cannataro, Mario and Talia, Domenico and Tradigo, Giuseppe and Trunfio, Paolo and Veltri, Pierangelo}, TITLE = {SIGMCC: a System for Sharing Meta Patient Records in a Peer-to-peer Environment}, YEAR = {2008}, MONTH = {March}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {24}, NUMBER = {3}, PAGES = {222--234}, PUBLISHER = {Elsevier Science}, KEYWORDS = {P2P, XML} } @Article{ConTalTruJPDC08, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Middleware for Distributed Data Mining on the Grid}, YEAR = {2008}, MONTH = {January}, JOURNAL = {Journal of Parallel and Distributed Computing}, VOLUME = {68}, NUMBER = {1}, PAGES = {3--15}, PUBLISHER = {Elsevier Science}, KEYWORDS = {Grid, Knowledge Grid, Weka4WS} } @InProceedings{TalTruZenAERGS08, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Zeng, Jingdi and Högqvist, Mikael}, TITLE = {A Peer-to-Peer Framework for Resource Discovery in Large-Scale Grids}, YEAR = {2008}, BOOKTITLE = {Proc. of the CoreGRID Integration Workshop 2006}, PAGES = {123--137}, EDITOR = {Gorlatch, Sergei and Bubak, Marian and Priol, Thierry}, ADDRESS = {Cracow, POLAND}, PUBLISHER = {Springer}, NOTE = {ISBN 978-0-387-72811-7}, KEYWORDS = {Grid, P2P} } @InProceedings{PapTruTalMGW08, AUTHOR = {Papadakis, Harris and Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi}, TITLE = {Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System}, YEAR = {2008}, BOOKTITLE = {Proc. of the Joint CoreGRID Workshop on Making Grids Work 2007}, PAGES = {89--101}, EDITOR = {Danelutto, Marco and Fragopoulou, Paraskevy and Getov, Vladimir}, ADDRESS = {Heraklion, Greece}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-0-387-78448-9_7}, NOTE = {ISBN 978-0-387-78447-2}, KEYWORDS = {Grid, P2P} } @InProceedings{AntConMonGMSCS08, AUTHOR = {Antoniu, Gabriel and Congiusta, Antonio and Monnet, Sébastien and Talia, Domenico and Trunfio, Paolo}, TITLE = {Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids}, YEAR = {2008}, BOOKTITLE = {Proc. of the CoreGRID Workshop on Grid Middleware 2007}, PAGES = {219--233}, EDITOR = {Talia, Domenico and Yahyapour, Ramin and Ziegler, Wolfgang}, ADDRESS = {Dresden, Germany}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-0-387-78446-5_15}, NOTE = {ISBN 978-0-387-78445-8} } @InProceedings{TruTalGhoGCAP08, AUTHOR = {Trunfio, Paolo and Talia, Domenico and Ghodsi, Ali and Haridi, Seif}, TITLE = {Implementing Dynamic Querying Search in k-ary DHT-based Overlays}, YEAR = {2008}, BOOKTITLE = {Proc. of the CoreGRID Integration Workshop 2008}, PAGES = {275--286}, EDITOR = {Gorlatch, Sergei and Fragopoulou, Paraskevi and Priol, Thierry}, ADDRESS = {Hersonissos, Greece}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-0-387-09457-1_23}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/GCAP2008.pdf}, NOTE = {ISBN 978-0-387-09456-4}, KEYWORDS = {P2P} } @TechReport{coregrid:tr0119, AUTHOR = {Trunfio, Paolo and Talia, Domenico and Ghodsi, Ali and Haridi, Seif}, TITLE = {Implementing Dynamic Querying Search in k-ary DHT-based Overlays}, YEAR = {2007}, MONTH = {December}, NUMBER = {TR-0119}, INSTITUTION = {Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0119.pdf } } @TechReport{coregrid:tr0118, AUTHOR = {Cesario, Eugenio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Designing data analysis services in the Knowledge Grid}, YEAR = {2007}, MONTH = {November}, NUMBER = {TR-0118}, INSTITUTION = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0118.pdf } } @InProceedings{TalTruNGDM07, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {How Distributed Data Mining Tasks can Thrive as Services on Grids}, YEAR = {2007}, MONTH = {October}, BOOKTITLE = {Proc. of National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM'07)}, ADDRESS = {Baltimore, USA}, KEYWORDS = {Grid, Knowledge Grid, Web Services, Weka4WS} } @InCollection{ConTalTruMMKDDM07, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Using Grids for Distributed Knowledge Discovery}, YEAR = {2007}, MONTH = {September}, BOOKTITLE = {Mathematical Methods for Knowledge Discovery and Data Mining}, PAGES = {284--298}, EDITOR = {Felici, Giovanni and Vercellis, Carlo}, ADDRESS = {Hershey, USA}, PUBLISHER = {IGI Global}, CHAPTER = {XVII}, NOTE = {ISBN 978-1-59904-528-3}, KEYWORDS = {Grid, Knowledge Grid} } @Article{TruTalPapFGCS07, AUTHOR = {Trunfio, Paolo and Talia, Domenico and Papadakis, Harris and Fragopoulou, Paraskevi and Mordacchini, Matteo and Pennanen, Mika and Popov, Konstantin and Vlassov, Vladimir and Haridi, Seif}, TITLE = {Peer-to-Peer resource discovery in Grids: Models and systems}, YEAR = {2007}, MONTH = {August}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {23}, NUMBER = {7}, PAGES = {864--878}, ADDRESS = {Amsterdam, The Netherlands}, PUBLISHER = {Elsevier Science}, URL = {http://dx.doi.org/10.1016/j.future.2006.12.003}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/FGCS2007b.pdf}, KEYWORDS = {Grid, P2P} } @TechReport{coregrid:tr0105, AUTHOR = {Papadakis, Harris and Fragopoulou, Paraskevi and Trunfio, Paolo and Talia, Domenico}, TITLE = {Design and Implementation of a Hybrid P2P-based Grid Resource Discovery System}, YEAR = {2007}, MONTH = {August}, NUMBER = {TR-0105}, INSTITUTION = {Institute on Architectural issues: scalability, dependability, adaptability, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0105.pdf } } @InProceedings{ConTalTruCISL07, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Open Source in Grid Computing: Current State and Perspectives}, YEAR = {2007}, MONTH = {May}, BOOKTITLE = {Proc. of the Italian Conference on Free Software 2007}, PAGES = {230--239}, ADDRESS = {Rende (Cosenza), Italy}, KEYWORDS = {Grid} } @TechReport{coregrid:tr0083, AUTHOR = {Congiusta, Antonio and Trunfio, Paolo and Monnet, Sébastien}, TITLE = {Peer-to-Peer Metadata Management for Knowledge Discovery Applications in Grids}, YEAR = {2007}, MONTH = {May}, NUMBER = {TR-0083}, INSTITUTION = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0083.pdf } } @Article{ConTalTruFGCS07, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Distributed data mining services leveraging WSRF}, YEAR = {2007}, MONTH = {January}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {23}, NUMBER = {1}, PAGES = {34--41}, ADDRESS = {Amsterdam, The Netherlands}, PUBLISHER = {Elsevier Science}, URL = {http://dx.doi.org/10.1016/j.future.2006.04.005}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/FGCS2007.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruKDMG07, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {WSRF-Based Services for Distributed Data Mining}, YEAR = {2007}, BOOKTITLE = {Proc. of the Workshop on Knowledge and Data Management in Grids 2005}, PAGES = {203--220}, EDITOR = {Talia, Domenico and Bilas, Angelos and Dikaiakos, Mario}, ADDRESS = {Poznan, Poland}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-0-387-37831-2_13}, NOTE = {ISBN 978-0-387-37830-5}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{TalTruZenVecpar06, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Zeng, Jingdi}, TITLE = {Peer-to-Peer Models for Resource Discovery in Large-scale Grids: A Scalable Architecture}, YEAR = {2007}, BOOKTITLE = {Proc. of the 7th International Conference on High Performance Computing in Computational Sciences (Vecpar 2006) - Revised Selected Papers}, VOLUME = {4395}, PAGES = {66--78}, SERIES = {LNCS}, ADDRESS = {Rio de Janeiro, Brazil}, PUBLISHER = {Springer}, NOTE = {ISBN 978-3-540-71350-0}, KEYWORDS = {Grid, P2P} } @InProceedings{ConTalTruGTKBIB06, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Service-Oriented Knowledge Discovery in Grids}, YEAR = {2006}, MONTH = {23 November}, BOOKTITLE = {Proc. of the Workshop on Grid Technologies for Knowledge-Based Industries and Businesses, co-located with IST 2006}, ADDRESS = {Helsinki, Finland}, KEYWORDS = {Knowledge Grid, Weka4WS} } @TechReport{coregrid:tr0045, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Orlando, Salvatore and Perego, Raffaele and Silvestri, Claudio}, TITLE = {Systems and techniques for distributed and stream data mining}, YEAR = {2006}, MONTH = {July}, NUMBER = {TR-0045}, INSTITUTION = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0045.pdf } } @TechReport{coregrid:tr0046, AUTHOR = {Orlando, Salvatore and Perego, Raffaele and Silvestri, Claudio and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Algorithms and frameworks for stream mining and knowledge discovery on Grids}, YEAR = {2006}, MONTH = {July}, NUMBER = {TR-0046}, INSTITUTION = {Institute on Knowledge and Data Management, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0046.pdf } } @InProceedings{CanTalTraUPGRADE06, AUTHOR = {Cannataro, Mario and Talia, Domenico and Tradigo, Giuseppe and Trunfio, Paolo and Veltri, Pierangelo and Zarola, Giuseppe}, TITLE = {A Peer-to-Peer Infrastructure for Sharing Electronic Patient Records}, YEAR = {2006}, MONTH = {June}, BOOKTITLE = {Proc. of the Workshop on the Use of P2P, GRID and Agents for the Development of Content Distribution Networks (UPGRADE-CDN 2006)}, PAGES = {48--53}, ADDRESS = {Paris, France}, KEYWORDS = {P2P} } @InProceedings{CanTalTraSEBD06, AUTHOR = {Cannataro, Mario and Talia, Domenico and Tradigo, Giuseppe and Trunfio, Paolo and Veltri, Pierangelo and Zarola, Giuseppe}, TITLE = {Querying XML-based Electronic Patient Records in a Peer-to-Peer Environment}, YEAR = {2006}, MONTH = {June}, BOOKTITLE = {Proc. of the 14th Italian Symposium on Advanced Database Systems (SEBD 2006)}, PAGES = {361--372}, ADDRESS = {Portonovo (Ancona), Italy}, NOTE = {ISBN 88-6068-018-2}, KEYWORDS = {P2P} } @TechReport{coregrid:tr0048, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Zeng, Jingdi and Högqvist, Mikael}, TITLE = {A DHT-based Peer-to-Peer Framework for Resource Discovery in Grids}, YEAR = {2006}, MONTH = {June}, NUMBER = {TR-0048}, INSTITUTION = {Institute on System Architecture, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0048.pdf } } @InProceedings{TalTruVerICCSA06, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Verta, Oreste}, TITLE = {WSRF Services for Composing Distributed Data Mining Applications on Grids: Functionality and Performance}, YEAR = {2006}, MONTH = {May}, BOOKTITLE = {Proc. of the 4th International Conference on Computational Science and its Applications (ICCSA 2006)}, VOLUME = {3980}, PAGES = {1080-1089}, SERIES = {LNCS}, ADDRESS = {Glasgow, UK}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/11751540_118}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/ICCSA2006.pdf}, NOTE = {ISBN 3-540-34070-X}, KEYWORDS = {Grid, Weka4WS} } @TechReport{coregrid:tr0028, AUTHOR = {Trunfio, Paolo and Talia, Domenico and Fragopoulou, Paraskevi and Papadakis, Harris and Mordacchini, Matteo and Pennanen, Mika and Popov, Konstantin and Vlassov, Vladimir and Haridi, Seif}, TITLE = {Peer-to-Peer Models for Resource Discovery on Grids}, YEAR = {2006}, MONTH = {March}, NUMBER = {TR-0028}, INSTITUTION = {Institute on System Architecture, CoreGRID - Network of Excellence}, URL = {http://coregrid.ercim.eu/mambo/images/stories/TechnicalReports/tr-0028.pdf} } @InCollection{CanTalTruAIWNUC06, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {Grids for Ubiquitous Computing and Ambient Intelligence}, YEAR = {2006}, BOOKTITLE = {Ambient Intelligence, Wireless Networking, Ubiquitous Computing}, PAGES = {127--142}, EDITOR = {Vasilakos, Athanasios and Pedrycz, Witold}, PUBLISHER = {Artech House}, CHAPTER = {7}, URL = {http://www.artechhouse.com/default.asp?frame=book.asp&book=1-58053-963-7}, NOTE = {ISBN 1-58053-963-7}, KEYWORDS = {Grid} } @InCollection{ConTalTruGCSET06, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Visual Programming Environment for Developing Complex Grid Applications}, YEAR = {2006}, BOOKTITLE = {Grid Computing: Software Environments and Tools}, PAGES = {257--283}, EDITOR = {Cunha, Jose C. and Rana, Omer}, ADDRESS = {London, UK}, PUBLISHER = {Springer}, CHAPTER = {11}, URL = {http://dx.doi.org/10.1007/1-84628-339-6_11}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/GCSET2006.pdf}, NOTE = {ISBN 1-85233-998-5}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruFGG06, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {On Designing and Composing Grid Services for Distributed Data Mining}, YEAR = {2006}, BOOKTITLE = {Proc. of the Workshop on Future Generation Grids 2004}, PAGES = {113--132}, EDITOR = {Getov, Vladimir and Laforenza, Domenico and Reinefeld, Alexander}, ADDRESS = {Dagstuhl, Germany}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-0-387-29445-2_7}, NOTE = {ISBN 0-387-27935-0}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruCIW05, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Design of Knowledge Discovery Services Using the WS-Resource Framework}, YEAR = {2005}, MONTH = {November}, BOOKTITLE = {CoreGRID Integration Workshop 2005}, PAGES = {11--20}, ADDRESS = {Pisa, Italy}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{TalTruVerPKDD05, AUTHOR = {Talia, Domenico and Trunfio, Paolo and Verta, Oreste}, TITLE = {Weka4WS: A WSRF-Enabled Weka Toolkit for Distributed Data Mining on Grids}, YEAR = {2005}, MONTH = {October}, BOOKTITLE = {Proc. of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005)}, VOLUME = {3721}, PAGES = {309--320}, SERIES = {LNAI}, ADDRESS = {Porto, Portugal}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/11564126_32}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/PKDD2005.pdf}, NOTE = {ISBN 3-540-29244-6}, KEYWORDS = {Grid, Weka4WS} } @Article{TalTruPPL05, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Adapting a Pure Decentralized Peer-to-Peer Protocol for Grid Services Invocation}, YEAR = {2005}, MONTH = {March}, JOURNAL = {Parallel Processing Letters}, VOLUME = {15}, NUMBER = {1-2}, PAGES = {67--84}, ADDRESS = {Singapore}, PUBLISHER = {World Scientific Publishing Company}, URL = {http://dx.doi.org/10.1142/S0129626405002064}, KEYWORDS = {Grid, P2P} } @Article{ComTalTruIJWGS05, AUTHOR = {Comito, Carmela and Talia, Domenico and Trunfio, Paolo}, TITLE = {Grid Services: principles, implementations and use}, YEAR = {2005}, JOURNAL = {International Journal of Web and Grid Services}, VOLUME = {1}, NUMBER = {1}, PAGES = {48--68}, PUBLISHER = {Inderscience Publishers}, URL = {http://dx.doi.org/10.1504/IJWGS.2005.007548}, KEYWORDS = {Grid} } @InProceedings{TalTruHPC04, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Peer-to-Peer Protocols and Grid Services for Resource Discovery on Grids}, YEAR = {2005}, BOOKTITLE = {Post-Proc. of the High Performance Computing Workshop 2004}, VOLUME = {14}, PAGES = {83--103}, EDITOR = {Grandinetti, Lucio}, SERIES = {Advances in Parallel Computing}, ADDRESS = {Cetraro, Italy}, PUBLISHER = {Elsevier Science}, URL = {http://dx.doi.org/10.1016/S0927-5452(05)80007-3}, NOTE = {ISBN 0-444-51999-8}, KEYWORDS = {Grid, P2P} } @InCollection{ConTalTruDMKDH05, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Parallel and Grid-based Data Mining - Algorithms, models and systems for high-performance KDD}, YEAR = {2005}, BOOKTITLE = {Data Mining and Knowledge Discovery Handbook}, PAGES = {1017--1041}, EDITOR = {Maimon, Oded and Rokach, Lior}, ADDRESS = {USA}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/0-387-25465-X_48}, NOTE = {ISBN 0-387-24435-2}, KEYWORDS = {Grid, Knowledge Grid} } @Article{CanConPugTSMCB04, AUTHOR = {Cannataro, Mario and Congiusta, Antonio and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Distributed data mining on grids: services, tools, and applications}, YEAR = {2004}, MONTH = {December}, JOURNAL = {IEEE Transactions on Systems, Man, and Cybernetics: Part B}, VOLUME = {34}, NUMBER = {6}, PAGES = {2451--2465}, ADDRESS = {USA}, PUBLISHER = {IEEE Press}, URL = {http://dx.doi.org/10.1109/TSMCB.2004.836890}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{TalTruEuroPar04, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {A P2P Grid Services-Based Protocol: Design and Evaluation}, YEAR = {2004}, MONTH = {August}, BOOKTITLE = {Proc. of the 10th European Conference on Parallel Computing (EuroPar 2004)}, VOLUME = {3149}, PAGES = {1022--1031}, SERIES = {LNCS}, ADDRESS = {Pisa, Italy}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-3-540-27866-5_138}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/EUROPAR2004.pdf}, NOTE = {ISBN 3-540-22924-8}, KEYWORDS = {Grid, P2P} } @InProceedings{TalTruDELOS04, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Web Services for Peer-to-Peer Resource Discovery on the Grid}, YEAR = {2004}, MONTH = {June}, BOOKTITLE = {Sixth Thematic Workshop of the EU Network of Excellence DELOS}, PAGES = {73--84}, ADDRESS = {S. Margherita di Pula (Cagliari), Italy}, NOTE = {ISBN 88-87331-60-X}, ANNOTE = {Publisher: Edizioni Libreria Progetto, Padova, Italy}, KEYWORDS = {Grid, P2P} } @Article{MasTalTruJGC04, AUTHOR = {Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo}, TITLE = {Metadata for Managing Grid Resources in Data Mining Applications}, YEAR = {2004}, MONTH = {March}, JOURNAL = {Journal of Grid Computing}, VOLUME = {2}, NUMBER = {1}, PAGES = {85--102}, PUBLISHER = {Kluwer Academic Publishers}, URL = {http://dx.doi.org/10.1007/s10723-004-2809-x}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/Jogc2004.pdf}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConMasPugAxGrids04, AUTHOR = {Congiusta, Antonio and Mastroianni, Carlo and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Enabling Knowledge Discovery Services on Grids}, YEAR = {2004}, MONTH = {January}, BOOKTITLE = {Proc. of the 2nd European AcrossGrids Conference (AxGrids 2004)}, VOLUME = {3165}, PAGES = {250--259}, SERIES = {LNCS}, ADDRESS = {Nicosia, Cyprus}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-3-540-28642-4_29}, NOTE = {ISBN 3-540-22888-8}, KEYWORDS = {Grid, Knowledge Grid} } @InCollection{CanTalTruDMNGCFD04, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {Design of Distributed Data Mining Applications on the Knowledge Grid}, YEAR = {2004}, BOOKTITLE = {Data Mining: Next Generation Challenges and Future Directions}, PAGES = {67--88}, EDITOR = {Kargupta, Hillol and Joshi, Anupam and Sivakumar, Krishnamoorthy and Yesha, Yelena}, ADDRESS = {Menlo Park, USA}, PUBLISHER = {MIT Press}, CHAPTER = {4}, URL = {http://www.aaai.org/Press/Books/kargupta2.php}, NOTE = {ISBN 0-262-61203-8}, KEYWORDS = {Grid, Knowledge Grid} } @InCollection{CanConMasITIA04, AUTHOR = {Cannataro, Mario and Congiusta, Antonio and Mastroianni, Carlo and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Grid-Based data mining and knowledge discovery}, YEAR = {2004}, BOOKTITLE = {Intelligent Technologies for Information Analysis}, PAGES = {19--45}, EDITOR = {Zhong, Ning and Liu, Jiming}, PUBLISHER = {Springer}, CHAPTER = {2}, URL = {http://www.springeronline.com/sgw/cda/frontpage/0,11855,5-40106-22-18192908-0,00.html}, PDF = {http://gridlab.dimes.unical.it/pubadmin/../papers/pdf/GridBasedDataMining.pdf}, NOTE = {ISBN 3-540-40677-8}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{ConTalTruKGGI03, AUTHOR = {Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {VEGA: A Visual Environment for Developing Complex Grid Applications}, YEAR = {2003}, MONTH = {October}, BOOKTITLE = {Proc. of the First International Workshop on Knowledge Grid and Grid Intelligence (KGGI 2003)}, PAGES = {56--66}, ADDRESS = {Halifax, Canada}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/KGGI2003.pdf}, NOTE = {ISBN 0-9734039-0-X}, ANNOTE = {Publisher: Department of Mathematics and Computing Science, Saint Mary's University, Halifax, Canada}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanMasTalPVMMPI03, AUTHOR = {Cannataro, Mario and Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo}, TITLE = {Evaluating and Enhancing the Use of the GridFTP Protocol for Efficient Data Transfer on the Grid}, YEAR = {2003}, MONTH = {October}, BOOKTITLE = {Proc. of the 10th European PVM/MPI Conference (PVM/MPI 2003)}, VOLUME = {2840}, PAGES = {619--628}, SERIES = {LNCS}, ADDRESS = {Venice, Italy}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/978-3-540-39924-7_83}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/PVMMPI2003.pdf}, NOTE = {ISBN 3-540-20149-1}, KEYWORDS = {Grid} } @Article{TalTruIC03, AUTHOR = {Talia, Domenico and Trunfio, Paolo}, TITLE = {Toward a Synergy between P2P and Grids}, YEAR = {2003}, MONTH = {July}, JOURNAL = {IEEE Internet Computing}, VOLUME = {7}, NUMBER = {4}, PAGES = {94--96}, ADDRESS = {Los Alamitos, USA}, PUBLISHER = {IEEE Press}, URL = {http://dx.doi.org/10.1109/MIC.2003.1215667}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/IC2003.pdf}, KEYWORDS = {Grid, P2P} } @InProceedings{MasTalTruIPDPS03, AUTHOR = {Mastroianni, Carlo and Talia, Domenico and Trunfio, Paolo}, TITLE = {Managing Heterogeneous Resources in Data Mining Applications on Grids Using XML-Based Metadata}, YEAR = {2003}, MONTH = {April}, BOOKTITLE = {Proc. of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003)}, ADDRESS = {Nice, France}, PUBLISHER = {IEEE Computer Society Press}, URL = {http://dx.doi.org/10.1109/IPDPS.2003.1213204}, NOTE = {ISBN 0-7695-1926-1}, KEYWORDS = {Grid, Knowledge Grid} } @Article{ConPugTalWIAS03, AUTHOR = {Congiusta, Antonio and Pugliese, Andrea and Talia, Domenico and Trunfio, Paolo}, TITLE = {Designing Grid Services for Distributed Knowledge Discovery}, YEAR = {2003}, JOURNAL = {Web Intelligence and Agent Systems}, VOLUME = {1}, NUMBER = {2}, PAGES = {91--104}, ADDRESS = {Amsterdam, The Netherlands}, PUBLISHER = {IOS Press}, URL = {http://iospress.metapress.com/link.asp?id=hvqqb3k0078axlg8}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanTalTruNGDM02, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {Design of Distributed Data Mining Applications on the Knowledge Grid}, YEAR = {2002}, MONTH = {November}, BOOKTITLE = {Proc. of the National Science Foundation Workshop on Next Generation Data Mining (NGDM'02)}, PAGES = {191--195}, ADDRESS = {Baltimore, USA}, KEYWORDS = {Grid, Knowledge Grid} } @Article{CanTalTruFGCS02, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {Distributed Data Mining on the Grid}, YEAR = {2002}, MONTH = {October}, JOURNAL = {Future Generation Computer Systems}, VOLUME = {18}, NUMBER = {8}, PAGES = {1101--1112}, ADDRESS = {Amsterdam, The Netherlands}, PUBLISHER = {Elsevier Science}, URL = {http://dx.doi.org/10.1016/S0167-739X(02)00088-2}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanConTalDataMining02, AUTHOR = {Cannataro, Mario and Congiusta, Antonio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A data mining toolset for distributed high-performance platforms}, YEAR = {2002}, MONTH = {September}, BOOKTITLE = {Proc. of the 3rd International Conference on Data Mining Methods and Databases for Engineering, Finance and Others Fields (Data Mining 2002)}, PAGES = {41--50}, ADDRESS = {Bologna, Italy}, PUBLISHER = {WIT Press}, URL = {http://www.witpress.com/acatalog/9259.html}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/DataMining2002.pdf}, NOTE = {ISBN 1-85312-925-9}, ANNOTE = {Publisher address: Southampton, UK}, KEYWORDS = {Grid, Knowledge Grid} } @InProceedings{CanGuzPugEuroWeb2001, AUTHOR = {Cannataro, Mario and Guzzo, Antonella and Pugliese, Andrea and Trunfio, Paolo}, TITLE = {Web-based Knowledge Management in Public Administration: the RISI-Arianna Experience}, YEAR = {2001}, MONTH = {December}, BOOKTITLE = {Proc. of the W3C Conference EuroWeb 2001}, PAGES = {301--306}, ADDRESS = {Pisa, Italy}, PUBLISHER = {Felici Editore}, NOTE = {ISBN 88-88327-33-9}, ANNOTE = {Publisher address: Ospedaletto (Pisa), Italy} } @InProceedings{CanTalTruGrid2001, AUTHOR = {Cannataro, Mario and Talia, Domenico and Trunfio, Paolo}, TITLE = {KNOWLEDGE GRID: High Performance Knowledge Discovery Services on the Grid}, YEAR = {2001}, MONTH = {November}, BOOKTITLE = {Proc. of the 2nd International Workshop on Grid Computing (GRID 2001)}, VOLUME = {2242}, PAGES = {38--50}, SERIES = {LNCS}, ADDRESS = {Denver, USA}, PUBLISHER = {Springer}, URL = {http://dx.doi.org/10.1007/3-540-45644-9_5}, PDF = {http://gridlab.dimes.unical.it/papers/pdf/Grid2001.pdf}, NOTE = {ISBN 3-540-42949-2}, KEYWORDS = {Grid, Knowledge Grid} }