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Technologies and Applications for Big Data Value, 2022
- Edward Curry, Sören Auer, Arne J. Berre, Andreas Metzger, María S. Pérez, Sonja Zillner:
Technologies and Applications for Big Data Value. Springer 2022, ISBN 978-3-030-78306-8 - Edward Curry, Sören Auer, Arne J. Berre, Andreas Metzger, María S. Pérez, Sonja Zillner:
Technologies and Applications for Big Data Value. 1-15
Technologies and Methods
- Michele Ciavotta, Vincenzo Cutrona, Flavio De Paoli, Nikolay Nikolov, Matteo Palmonari, Dumitru Roman:
Supporting Semantic Data Enrichment at Scale. 19-39 - Pedro García López, Marc Sánchez Artigas, Simon Shillaker, Peter R. Pietzuch, David Breitgand, Gil Vernik, Pierre Sutra, Tristan Tarrant, Ana Juan Ferrer, Gerard París:
Trade-Offs and Challenges of Serverless Data Analytics. 41-61 - Arne J. Berre, Aphrodite Tsalgatidou, Chiara Francalanci, Todor Ivanov, Tomás Pariente Lobo, Ricardo Ruiz Saiz, Inna Novalija, Marko Grobelnik:
Big Data and AI Pipeline Framework: Technology Analysis from a Benchmarking Perspective. 63-88 - Maria A. Serrano, César A. Marín, Anna Queralt, Cristovao Cordeiro, Marco Gonzalez, Luís Miguel Pinho, Eduardo Quiñones:
An Elastic Software Architecture for Extreme-Scale Big Data Analytics. 89-110 - Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Marcos Fernández Díaz, Lucrezia Morabito, Luis Muñoz-González, Chiara Napione, Ángel Navia-Vázquez, Mark Purcell:
Privacy-Preserving Technologies for Trusted Data Spaces. 111-134 - Richard McCreadie, John Soldatos, Jonathan Fürst, Mauricio Fadel Argerich, George Kousiouris, Jean-Didier Totow, Antonio Castillo Nieto, Bernat Quesada Navidad, Dimosthenis Kyriazis, Craig Macdonald, Iadh Ounis:
Leveraging Data-Driven Infrastructure Management to Facilitate AIOps for Big Data Applications and Operations. 135-158 - Stephan Hachinger, Martin Golasowski, Jan Martinovic, Mohamad Hayek, Rubén Jesús García Hernández, Katerina Slaninová, Marc Levrier, Alberto Scionti, Frédéric Donnat, Giacomo Vitali, Donato Magarielli, Thierry Goubier, Antonio Parodi, Andrea Parodi, Piyush Harsh, Aaron Dees, Olivier Terzo:
Leveraging High-Performance Computing and Cloud Computing with Unified Big-Data Workflows: The LEXIS Project. 159-180
Processes and Applications
- Marco Aldinucci, David Atienza, Federico Bolelli, Mónica Caballero, Iacopo Colonnelli, José Flich, Jon Ander Gómez, David González, Costantino Grana, Marco Grangetto, Simone Leo, Pedro López, Dana Oniga, Roberto Paredes, Luca Pireddu, Eduardo Quiñones, Tatiana Silva, Enzo Tartaglione, Marina Zapater:
The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures. 183-202 - Rachael Hagan, Charles J. Gillan, Murali Shyamsundar:
Applying AI to Manage Acute and Chronic Clinical Condition. 203-223 - Juan V. Durá-Gil, Alfredo Remón, Iván Martínez Rodriguez, Tomás Pariente Lobo, Sergio Salmeron-Majadas, Antonio Perrone, Calina Ciuhu-Pijlman, Dmitry Znamenskiy, Konstantin Karavaev, Javier Ordono Codina, Laura Boura, Luísa Silva, Josep Redon, Jose Real, Pietro Cipresso:
3D Human Big Data Exchange Between the Healthcare and Garment Sectors. 225-252 - Martin Kaltenböck, Pascual Boil Ballesteros, Pieter Verhoeven, Christian Sageder, Elena Montiel-Ponsoda, Pablo Calleja-Ibáñez:
Using a Legal Knowledge Graph for Multilingual Compliance Services in Labor Law, Contract Management, and Geothermal Energy. 253-271 - Andreas Alexopoulos, Yolanda Becerra, Omer Boehm, George Bravos, Vasilis Chatzigiannakis, Cesare Cugnasco, Giorgos Demetriou, Iliada Eleftheriou, Lidija Fodor, Spiros Fotis, Sotiris Ioannidis, Dusan Jakovetic, Leonidas Kallipolitis, Vlatka Katusic, Evangelia Kavakli, Despina Kopanaki, Christoforos Leventis, Mario Maawad Marcos, Ramon Martín de Pozuelo, Miquel Martínez, Nemanja Milosevic, Enric Pages i Montanera, Gerald H. Ristow, Hernan Ruiz-Ocampo, Rizos Sakellariou, Raül Sirvent, Srdjan Skrbic, Ilias Spais, Giorgos Vasiliadis, Michael Vinov:
Big Data Analytics in the Banking Sector: Guidelines and Lessons Learned from the CaixaBank Case. 273-297 - Perin Ünal, Özlem Albayrak, Moez Jomâa, Arne J. Berre:
Data-Driven Artificial Intelligence and Predictive Analytics for the Maintenance of Industrial Machinery with Hybrid and Cognitive Digital Twins. 299-319 - Andreas Alexopoulos, Yolanda Becerra, Omer Boehm, George Bravos, Vasilis Chatzigiannakis, Cesare Cugnasco, Giorgos Demetriou, Iliada Eleftheriou, Spiros Fotis, Gianmarco Genchi, Sotiris Ioannidis, Dusan Jakovetic, Leonidas Kallipolitis, Vlatka Katusic, Evangelia Kavakli, Despina Kopanaki, Christoforos Leventis, Miquel Martínez, Julien-Etienne Mascolo, Nemanja Milosevic, Enric Pages i Montanera, Gerald H. Ristow, Hernan Ruiz-Ocampo, Rizos Sakellariou, Raül Sirvent, Srdjan Skrbic, Ilias Spais, Giuseppe Danilo Spennacchio, Dusan Stamenkovic, Giorgos Vasiliadis, Michael Vinov:
Big Data Analytics in the Manufacturing Sector: Guidelines and Lessons Learned Through the Centro Ricerche FIAT (CRF) Case. 321-344 - Óscar Lázaro, Jesús Alonso, Philip Ohlsson, Bas Tijsma, Dominika Lekse, Bruno Volckaert, Sarah Kerkhove, Joachim Nielandt, Davide Masera, Gaetano Patrimia, Pietro Pittaro, Giuseppe Mulè, Edoardo Pellegrini, Daniel Köchling, Thanasis Naskos, Ifigeneia Metaxa, Salome Leßmann, Sebastian von Enzberg:
Next-Generation Big Data-Driven Factory 4.0 Operations and Optimization: The Boost 4.0 Experience. 345-371 - Óscar Lázaro, Jesús Alonso, Paulo Figueiras, Ruben Costa, Diogo Graça, Gisela García, Alessandro Canepa, Caterina Calefato, Marco Vallini, Fabiana Fournier, Nathan Hazout, Inna Skarbovsky, Athanasios Poulakidas, Konstantinos Sipsas:
Big Data-Driven Industry 4.0 Service Engineering Large-Scale Trials: The Boost 4.0 Experience. 373-397 - Óscar Lázaro, Jesús Alonso, Roxana-Maria Holom, Katharina Rafetseder, Stefanie Kritzinger, Fernando Ubis, Gerald Fritz, Alois Wiesinger, Harald Sehrschön, Jimmy Nguyen, Tomasz Luniewski, Wojciech Zietak, Jerome Clavel, Roberto Perez, Marlène Hildebrand, Dimitris Kiritsis, Hugues-Arthur Garious, Silvia de la Maza, Antonio Ventura-Traveset, Juanjo Hierro, Gernot Boege, Ulrich Ahle:
Model-Based Engineering and Semantic Interoperability for Trusted Digital Twins Big Data Connection Across the Product Lifecycle. 399-429 - Manolis Koubarakis, Konstantina Bereta, Dimitris Bilidas, Despina-Athanasia Pantazi, George Stamoulis:
A Data Science Pipeline for Big Linked Earth Observation Data. 431-452 - Santiago Cáceres Elvira, Francisco Valverde, Carlos Enrique Palau, Andreu Belsa Pellicer, Christos A. Gizelis, Dimosthenes Krassas, Hanane Becha, Réda Khouani, Andreas Metzger, Nikos Tzagkarakis, Anthousa Karkoglou, Anastasios Nikolakopoulos, Achilleas Marinakis, Vrettos Moulos, Antonios Litke, Amir Shayan Ahmadian, Jan Jürjens:
Towards Cognitive Ports of the Future. 453-474 - Maria A. Serrano, Erez Hadad, Roberto Cavicchioli, Rut Palmero, Luca Chiantore, Danilo Amendola, Eduardo Quiñones:
Distributed Big Data Analytics in a Smart City. 475-496 - Nikos Giatrakos, Antonios Deligiannakis, Konstantina Bereta, Marios Vodas, Dimitris Zissis, Elias Alevizos, Charilaos Akasiadis, Alexander Artikis:
Processing Big Data in Motion: Core Components and System Architectures with Applications to the Maritime Domain. 497-518 - Vahideh Reshadat, Tess Kolkman, Kalliopi Zervanou, Yingqian Zhang, Alp Akçay, Carlijn Snijder, Ryan McDonnell, Karel Schorer, Casper Wichers, Thomas Koch, Elenna R. Dugundji, Eelco de Jong:
Knowledge Modeling and Incident Analysis for Special Cargo. 519-544
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