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Data Analysis in the Cloud

Domenico Talia, Paolo Trunfio, Fabrizio Marozzo
Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models, and systems. Specific sections focus on map-reduce and NoSQL models. The book also includes techniques for conducting high-performance distributed analysis of large data on clouds. Finally, the book examines research trends such as Big Data pervasive computing, data-intensive exascale computing, and massive social network analysis.
Autor: Talia, Domenico Trunfio, Paolo Marozzo, Fabrizio
EAN: 9780128028810
Sprache: Englisch
Produktart: kartoniert, broschiert
Verlag: Elsevier Elsevier Science & Technology
Untertitel: Models, Techniques and Applications
Schlagworte: Amazon Web Services Cloud Computing Data Mining Dynamo Microsoft Azure MongoDB NoSQL OpenStack
Größe: 229 × 152 × 7
Gewicht: 256 g