Data Analysis in the Cloud : Models, Techniques and Applications /

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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 technique...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Talia, Domenico (Autor), Trunfio, Paolo (Autor), Marozzo, Fabrizio (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands : Elsevier Ltd., [2016]
Colección:Computer science reviews and trends.
Temas:
Quantitative research.
Data mining.
Cloud computing.
Recherche quantitative.
Exploration de donn�ees (Informatique)
Infonuagique.
COMPUTERS > General.
Cloud computing
Data mining
Quantitative research
Acceso en línea:Texto completo
Descripción
Sumario: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.
Descripción Física:1 online resource
Bibliografía:Includes bibliographical references.
ISBN:9780128029145
0128029145

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