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ORCIDDomenico Talia
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- affiliation: University of Calabria, Cosenza, Italy
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2020 – today
- 2024
[b5]Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Riccardo Cantini
, Alessio Orsino:
Programming Big Data Applications - Scalable Tools and Frameworks for Your Needs. WorldScientific 2024, ISBN 9781800615045, pp. 1-296- [j124]Eugenio Cesario, Salvatore Giampà, Enrico Baglione, Louise Cordrie, Jacopo Selva, Domenico Talia:
Machine Learning for Tsunami Waves Forecasting Using Regression Trees. Big Data Res. 36: 100452 (2024) - [j123]Eugenio Cesario, Salvatore Giampà, Enrico Baglione, Louise Cordrie, Jacopo Selva, Domenico Talia:
A parallel machine learning-based approach for tsunami waves forecasting using regression trees. Comput. Commun. 225: 217-228 (2024) - [j122]Loris Belcastro, Jesús Carretero, Domenico Talia:
Edge-Cloud Solutions for Big Data Analysis and Distributed Machine Learning - 1. Future Gener. Comput. Syst. 159: 323-326 (2024) - [j121]Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez-Novoa:
Block size estimation for data partitioning in HPC applications using machine learning techniques. J. Big Data 11(1): 19 (2024) - [j120]Riccardo Cantini, Alessio Orsino, Domenico Talia:
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices. J. Big Data 11(1): 63 (2024) - [j119]Loris Belcastro, Salvatore Giampà, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Nihad Mammadli:
Boosting HPC data analysis performance with the ParSoDA-Py library. J. Supercomput. 80(8): 11741-11761 (2024) - [c155]Loris Belcastro, Fabrizio Marozzo, Aleandro Presta, Domenico Talia:
A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum. DCOSS-IoT 2024: 576-582 - [c154]Domenico Talia, Paolo Trunfio:
Programming Tools for High-Performance Data Analysis. HPDC 2024: 352-355 - [i8]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach. CoRR abs/2401.17477 (2024) - [i7]Riccardo Cantini, Giada Cosenza, Alessio Orsino, Domenico Talia:
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation. CoRR abs/2407.08441 (2024) - [i6]Rafael Ferreira da Silva, Deborah Bard, Kyle Chard, Shaun De Witt, Ian T. Foster, Tom Gibbs, Carole A. Goble, William F. Godoy, Johan Gustafsson, Utz-Uwe Haus, Stephen Hudson, Shantenu Jha, Laila Los, Drew Paine, Frédéric Suter, Logan T. Ward, Sean R. Wilkinson, Marcos Amaris, Yadu N. Babuji, Jonathan Bader, Riccardo Balin, Daniel Balouek, Sarah J. Beecroft, Khalid Belhajjame, Rajat Bhattarai, Wes Brewer, Paul Brunk, Silvina Caíno-Lores, Henri Casanova, Daniela Cassol, Jared Coleman, Tainã Coleman, Iacopo Colonnelli, Anderson Andrei Da Silva, Daniel de Oliveira, Pascal Elahi, Nour Elfaramawy, Wael R. Elwasif, Brian Etz, Thomas Fahringer, Wesley Ferreira, Rosa Filgueira, Jacob Fosso Tande, Luiz Gadelha, Andy Gallo, Daniel Garijo, Yiannis Georgiou, Philipp Gritsch, Patricia Grubel, Amal Gueroudji, Quentin Guilloteau, Carlo Hamalainen, Rolando P. Hong Enriquez, Lauren Huet, Kevin Hunter Kesling, Paula Iborra, Shiva Jahangiri, Jan Janssen, Joe Jordan, Sehrish Kanwal, Liliane N. O. Kunstmann, Fabian Lehmann, Ulf Leser, Chen Li, Peini Liu, Jakob Lüttgau, Richard Lupat, José M. Fernández, Ketan Maheshwari, Tanu Malik, Jack Marquez, Motohiko Matsuda, Doriana Medic, Somayeh Mohammadi, Alberto Mulone, John-Luke Navarro, Kin Wai Ng, Klaus Nölp, Bruno de Paula Kinoshita, Ryan Prout, Michael R. Crusoe, Sashko Ristov, Stefan A Robila, Daniel Rosendo, Billy Rowell, Jedrzej Rybicki, Hector Sanchez, Nishant Saurabh, Sumit Kumar Saurav, Tom Scogland, Dinindu Senanayake, Woong Shin, Raül Sirvent, Tyler J. Skluzacek, Barry Sly-Delgado, Stian Soiland-Reyes, Abel Souza, Renan Souza, Domenico Talia, Nathan R. Tallent:
Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows. CoRR abs/2410.14943 (2024) - 2023
- [b4]Domenico Talia:
From Algorithms to Thinking Machines: The New Digital Power. ACM Books 54, ACM 2023, ISBN 979-8-4007-0857-2 - [j118]Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning. IEEE Access 11: 38864-38874 (2023) - [j117]Fabrizio Marozzo, Domenico Talia:
Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems. Big Data Cogn. Comput. 7(2): 104 (2023) - [j116]Domenico Talia, Paolo Trunfio:
Urgent Computing for Protecting People From Natural Disasters. Computer 56(4): 131-134 (2023) - [c153]Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. DCOSS-IoT 2023: 761-767 - [c152]Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia:
Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT. DS 2023: 126-140 - [c151]Eugenio Cesario, Salvatore Giampà, Enrico Baglione, Louise Cordrie, Jacopo Selva, Domenico Talia:
Forecasting Tsunami Waves Using Regression Trees. ICT-DM 2023: 1-7 - [c150]Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. PDP 2023: 338-344 - [e6]Carmela Comito, Domenico Talia:
Pervasive Knowledge and Collective Intelligence on Web and Social Media - First EAI International Conference, PerSOM 2022, Messina, Italy, November 17-18, 2022, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 494, Springer 2023, ISBN 978-3-031-31468-1 [contents] - [d2]Salvatore Giampà, Loris Belcastro, Domenico Talia:
eflows4hpc/parsoda: v1.0.0. Version 1.0.0. Zenodo, 2023 [all versions]
- [d1]Salvatore Giampà, Loris Belcastro, Domenico Talia:
eflows4hpc/ParSoDA-Py: v1.2.1. Version v1.2.1. Zenodo, 2023 [all versions] - 2022
- [j115]Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Analyzing Political Polarization on Social Media by Deleting Bot Spamming. Big Data Cogn. Comput. 6(1): 3 (2022) - [j114]Domenico Talia:
Machine Intelligence for Human Health: A Few Noteworthy Cases. Computer 55(10): 82-86 (2022) - [j113]Domenico Talia, Paolo Trunfio, Jesús Carretero, Javier García-Blas:
Editorial: Towards Exascale Solutions for Big Data Computing. Frontiers Big Data 5: 838097 (2022) - [j112]Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe:
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence. Future Gener. Comput. Syst. 134: 414-429 (2022) - [j111]Luciano Caroprese, Carmela Comito, Domenico Talia, Ester Zumpano:
A fuzzy logic technique for virtual sensor networks. Future Gener. Comput. Syst. 137: 302-322 (2022) - [j110]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Programming big data analysis: principles and solutions. J. Big Data 9(1): 4 (2022) - [j109]Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Analyzing voter behavior on social media during the 2020 US presidential election campaign. Soc. Netw. Anal. Min. 12(1): 83 (2022) - [c149]Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Edge Computing Solutions for Distributed Machine Learning. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-8 - [c148]Javier García-Blas, Javier Fernández Muñoz, Jesús Carretero, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Alberto Fernández-Pena, Daniel Martín de Blas:
Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model. SBAC-PAD 2022: 130-139 - [i5]Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe:
Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence. CoRR abs/2204.09287 (2022) - [i4]Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez:
Block size estimation for data partitioning in HPC applications using machine learning techniques. CoRR abs/2211.10819 (2022) - 2021
- [j108]Salvatore Giampà, Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows. IEEE Access 9: 47354-47364 (2021) - [j107]Loris Belcastro, M. Tahar Kechadi, Fabrizio Marozzo, Luca Pastore, Domenico Talia, Paolo Trunfio:
Parallel extraction of Regions-of-Interest from social media data. Concurr. Comput. Pract. Exp. 33(8) (2021) - [j106]Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines. Future Internet 13(5): 121 (2021) - [j105]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran:
Using social media for sub-event detection during disasters. J. Big Data 8(1): 79 (2021) - [j104]Riccardo Cantini, Fabrizio Marozzo, Silvio Mazza, Domenico Talia, Paolo Trunfio:
A Weighted Artificial Bee Colony algorithm for influence maximization. Online Soc. Networks Media 26: 100167 (2021) - [c147]Emanuele Carlini, Lorenzo Carnevale, Massimo Coppola, Patrizio Dazzi, Gabriele Mencagli, Domenico Talia, Massimo Villari:
An Osmotic Ecosystem for Data Streaming Applications in Smart Cities. FRAME@HPDC 2021: 27-31 - 2020
- [j103]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Learning Political Polarization on Social Media Using Neural Networks. IEEE Access 8: 47177-47187 (2020) - [j102]Francesco Branda, Fabrizio Marozzo, Domenico Talia:
Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport. Big Data Cogn. Comput. 4(4): 36 (2020) - [j101]Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
A sleep-and-wake technique for reducing energy consumption in BitTorrent networks. Concurr. Comput. Pract. Exp. 32(14) (2020) - [c146]Domenico Talia:
Cloud Computing for Enabling Big Data Analysis Services. CLOSER 2020: 5 - [c145]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Cloud Computing for Enabling Big Data Analysis. CLOSER (Selected Papers) 2020: 84-109 - [c144]Francesco Branda, Fabrizio Marozzo, Domenico Talia:
Discovering Travelers' Purchasing Behavior from Public Transport Data. LOD (1) 2020: 725-736
2010 – 2019
- 2019
- [b3]Domenico Talia:
Big Data and the Computable Society - Algorithms and People in the Digital World. WorldScientific 2019, ISBN 9781786346919, pp. 1-184 - [j100]Valeria Cardellini, Gabriele Mencagli, Domenico Talia, Massimo Torquati:
New Landscapes of the Data Stream Processing in the era of Fog Computing. Future Gener. Comput. Syst. 99: 646-650 (2019) - [j99]Domenico Talia:
A view of programming scalable data analysis: from clouds to exascale. J. Cloud Comput. 8: 4 (2019) - [j98]Loris Belcastro, Fabrizio Marozzo, Domenico Talia:
Programming models and systems for Big Data analysis. Int. J. Parallel Emergent Distributed Syst. 34(6): 632-652 (2019) - [j97]Charlie Catlett, Eugenio Cesario, Domenico Talia, Andrea Vinci:
Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments. Pervasive Mob. Comput. 53: 62-74 (2019) - [j96]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
ParSoDA: high-level parallel programming for social data mining. Soc. Netw. Anal. Min. 9(1): 4:1-4:19 (2019) - [c143]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users. ALGOCLOUD 2019: 15-24 - [c142]Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Javier García Blas, David del Rio Astorga, Philippe Couvée, Gaël Goret, Lionel Vincent, Alberto Fernández-Pena, Daniel Martín de Blas, Mirko Nardi, Teresa Pizzuti, Adrian F. Spataru, Marek Justyna:
A Novel Data-Centric Programming Model for Large-Scale Parallel Systems. Euro-Par Workshops 2019: 452-463 - [c141]Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Discovering Political Polarization on Social Media: A Case Study. SKG 2019: 182-189 - [p12]Angelos Bilas, Jesús Carretero, Toni Cortes, Javier García-Blas, Pilar González-Férez, Anastasios Papagiannis, Anna Queralt, Fabrizio Marozzo, Giorgos Saloustros, Ali Shoker, Domenico Talia, Paolo Trunfio:
Data management techniques. Ultrascale Computing Systems 2019: 85-126 - [r2]Domenico Talia:
Models and Languages for High-Performance Computing. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 215-220 - 2018
- [j95]Radwa El Shawi, Sherif Sakr, Domenico Talia, Paolo Trunfio:
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service. Big Data Res. 14: 1-11 (2018) - [j94]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data. ACM Trans. Knowl. Discov. Data 12(3): 27:1-27:22 (2018) - [j93]Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
A Workflow Management System for Scalable Data Mining on Clouds. IEEE Trans. Serv. Comput. 11(3): 480-492 (2018) - [c140]Fabrizio Marozzo, Francesco Marzano, Domenico Talia, Paolo Trunfio:
BitTorrentSW: A Sleep-and-Wake Approach to Reduce Energy Consumption in BitTorrent Networks. HPCS 2018: 144-150 - [c139]Shadi Ibrahim, Manish Parashar, Anna Queralt, Domenico Talia:
Introduction to CEBDA 2018. IPDPS Workshops 2018: 1204 - [c138]Charlie Catlett, Eugenio Cesario, Domenico Talia, Andrea Vinci:
A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities. SMARTCOMP 2018: 17-24 - 2017
- [j92]Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio:
Energy-aware task allocation for small devices in wireless networks. Concurr. Comput. Pract. Exp. 29(1) (2017) - [j91]Fabrizio Marozzo, Francisco Rodrigo Duro, Francisco Javier García Blas, Jesús Carretero, Domenico Talia, Paolo Trunfio:
A data-aware scheduling strategy for workflow execution in clouds. Concurr. Comput. Pract. Exp. 29(24) (2017) - [j90]Albino Altomare, Eugenio Cesario, Domenico Talia:
Mining frequent items and itemsets from distributed data streams for emergency detection and management. J. Ambient Intell. Humaniz. Comput. 8(1): 47-55 (2017) - [j89]Eugenio Cesario, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
SMA4TD: A social media analysis methodology for trajectory discovery in large-scale events. Online Soc. Networks Media 3-4: 49-62 (2017) - [j88]Eugenio Cesario, Carmela Comito, Domenico Talia:
An approach for the discovery and validation of urban mobility patterns. Pervasive Mob. Comput. 42: 77-92 (2017) - [j87]Carmela Comito, Domenico Talia:
Energy consumption of data mining algorithms on mobile phones: Evaluation and prediction. Pervasive Mob. Comput. 42: 248-264 (2017) - [j86]Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia:
Trajectory Pattern Mining for Urban Computing in the Cloud. IEEE Trans. Parallel Distributed Syst. 28(2): 586-599 (2017) - [c137]Carmela Comito, Deborah Falcone, Domenico Talia:
A Peak Detection Method to Uncover Events from Social Media. DSAA 2017: 459-467 - [c136]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Appraising SPARK on Large-Scale Social Media Analysis. Euro-Par Workshops 2017: 483-495 - [c135]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
A Parallel Library for Social Media Analytics. HPCS 2017: 683-690 - [c134]Fabrizio Marozzo, Francisco Rodrigo Duro, Francisco Javier García Blas, Jesús Carretero, Domenico Talia, Paolo Trunfio:
Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows. HPCS 2017: 699-706 - [p11]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Big Data Analysis on Clouds. Handbook of Big Data Technologies 2017: 101-142 - [p10]Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Implementing MapReduce Applications in Dynamic Cloud Environments. Cloud Computing, 2nd Ed. 2017: 211-223 - 2016
- [j85]Jesús Carretero, Raimondas Ciegis, Emmanuel Jeannot, Laurent Lefèvre, Gudula Rünger, Domenico Talia, Julius Zilinskas:
HeteroPar 2014, APCIE 2014, and TASUS 2014 Special Issue. Concurr. Comput. Pract. Exp. 28(3): 748-749 (2016) - [j84]Eugenio Cesario, Carlo Mastroianni, Domenico Talia:
Distributed volunteer computing for solving ensemble learning problems. Future Gener. Comput. Syst. 54: 68-78 (2016) - [j83]Carmela Comito, Domenico Talia, Paolo Trunfio:
A distributed selectivity-driven search strategy for semi-structured data over DHT-based networks. J. Parallel Distributed Comput. 93-94: 10-29 (2016) - [j82]Carmela Comito, Deborah Falcone, Domenico Talia:
Mining human mobility patterns from social geo-tagged data. Pervasive Mob. Comput. 33: 91-107 (2016) - [j81]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Using Scalable Data Mining for Predicting Flight Delays. ACM Trans. Intell. Syst. Technol. 8(1): 5:1-5:20 (2016) - [j80]Francisco Rodrigo Duro, Fabrizio Marozzo, Francisco Javier García Blas, Domenico Talia, Paolo Trunfio:
Exploiting in-memory storage for improving workflow executions in cloud platforms. J. Supercomput. 72(11): 4069-4088 (2016) - [c133]Eugenio Cesario, Charlie Catlett, Domenico Talia:
Forecasting Crimes Using Autoregressive Models. DASC/PiCom/DataCom/CyberSciTech 2016: 795-802 - [c132]Eugenio Cesario, Carmela Comito, Domenico Talia:
A Comprehensive Validation Methodology for Trajectory Pattern Mining of GPS Data. DASC/PiCom/DataCom/CyberSciTech 2016: 819-826 - [c131]Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio:
Analyzing social media data to discover mobility patterns at EXPO 2015: Methodology and results. HPCS 2016: 230-237 - [c130]Eugenio Cesario, Andrea Raffaele Iannazzo, Fabrizio Marozzo, Fabrizio Morello, Domenico Talia, Paolo Trunfio:
Nubytics: Scalable cloud services for data analysis and prediction. RTSI 2016: 1-6 - 2015
- [b2]Domenico Talia, Paolo Trunfio, Fabrizio Marozzo:
Data Analysis in the Cloud. Elsevier 2015, ISBN 978-0-12-802881-0 - [j79]Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
JS4Cloud: script-based workflow programming for scalable data analysis on cloud platforms. Concurr. Comput. Pract. Exp. 27(17): 5214-5237 (2015) - [j78]Dana Petcu, Gabriel Iuhasz, Daniel Pop, Domenico Talia, Jesús Carretero, Radu Prodan, Thomas Fahringer, Ivan Grasso, Ramón Doallo, María J. Martín, Basilio B. Fraguela, Roman Trobec, Matjaz Depolli, Francisco Almeida Rodriguez, Francisco de Sande, Georges Da Costa, Jean-Marc Pierson, Stergios V. Anastasiadis, Aristides Bartzokas, Christos Lolis, Pedro Gonçalves, Fabrice Brito, Nick Brown:
On Processing Extreme Data. Scalable Comput. Pract. Exp. 16(4): 467-490 (2015) - [j77]Georges Da Costa, Thomas Fahringer, Juan-Antonio Rico-Gallego, Ivan Grasso, Atanas Hristov, Helen D. Karatza, Alexey L. Lastovetsky, Fabrizio Marozzo, Dana Petcu, Georgios L. Stavrinides, Domenico Talia, Paolo Trunfio, Hrachya V. Astsatryan:
Exascale Machines Require New Programming Paradigms and Runtimes. Supercomput. Front. Innov. 2(2): 6-27 (2015) - [c129]Carmela Comito, Domenico Talia:
Evaluating and predicting energy consumption of data mining algorithms on mobile devices. DSAA 2015: 1-8 - [c128]Domenico Talia:
Making knowledge discovery services scalable on clouds for big data mining. ICSDM 2015: 1-4 - [c127]Eugenio Cesario, Chiara Congedo, Fabrizio Marozzo, Gianni Riotta, Alessandra Spada, Domenico Talia, Paolo Trunfio, Carlo Turri:
Following soccer fans from geotagged tweets at FIFA World Cup 2014. ICSDM 2015: 33-38 - [c126]Albino Altomare, Eugenio Cesario, Domenico Talia:
Energy-Aware Migration of Virtual Machines Driven by Predictive Data Mining Models. PDP 2015: 549-553 - 2014
- [j76]Francesc Lordan, Enric Tejedor, Jorge Ejarque, Roger Rafanell, Javier Álvarez, Fabrizio Marozzo, Daniele Lezzi, Raül Sirvent, Domenico Talia, Rosa M. Badia:
ServiceSs: An Interoperable Programming Framework for the Cloud. J. Grid Comput. 12(1): 67-91 (2014) - [j75]Eugenio Cesario, Carlo Mastroianni, Domenico Talia:
A Multi-Domain Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams. J. Grid Comput. 12(1): 153-168 (2014) - [c125]Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio:
Programming Visual and Script-based Big Data Analytics Workflows on Clouds. High Performance Computing Workshop 2014: 18-31 - [c124]Albino Altomare, Eugenio Cesario, Carmela Comito, Fabrizio Marozzo, Domenico Talia:
Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing. HPCC/CSS/ICESS 2014: 367-374 - [c123]Domenico Talia:
Big Data Mining Services and Distributed Knowledge Discovery Applications on Clouds. KEOD 2014: IS-5 - [c122]Deborah Falcone, Cecilia Mascolo, Carmela Comito, Domenico Talia, Jon Crowcroft:
What is this place? Inferring place categories through user patterns identification in geo-tagged tweets. MobiCASE 2014: 10-19 - [c121]Carmela Comito, Domenico Talia:
Energy-aware clustering of ubiquitous devices for collaborative mobile applications. MobiCASE 2014: 133-142 - [p9]Eugenio Cesario, Carmela Comito, Domenico Talia:
Trajectory Data Analysis Over a Cloud-Based Framework for Smart City Analytics. Internet of Things Based on Smart Objects, Technology, Middleware and Applications 2014: 143-162 - [p8]Domenico Talia:
Towards Internet Intelligent Services Based on Cloud Computing and Multi-Agents. Advances onto the Internet of Things 2014: 271-283 - 2013
- [j74]Carmela Comito, Deborah Falcone, Domenico Talia, Paolo Trunfio:
Efficient allocation of data mining tasks in mobile environments. Concurr. Eng. Res. Appl. 21(3): 197-207 (2013) - [j73]