Erschienen: 23.08.2016 Abbildung von Duggirala / Nagaraj / Raj | High-Performance Big-Data Analytics | Softcover reprint of the original 1st ed. 2015 | 2016 | Computing Systems and Approach...

Duggirala / Nagaraj / Raj

High-Performance Big-Data Analytics

Computing Systems and Approaches

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101,64 €

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Softcover reprint of the original 1st ed. 2015 2016. Buch. 452 S. Softcover

Springer International Publishing. ISBN 978-3-319-36324-0

Format (B x L): 15.5 x 23.5 cm

Gewicht: 680 g

In englischer Sprache

Produktbeschreibung

This book presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. Features: includes case studies and learning activities throughout the book and self-study exercises in every chapter; presents detailed case studies on social media analytics for intelligent businesses and on big data analytics (BDA) in the healthcare sector; describes the network infrastructure requirements for effective transfer of big data, and the storage infrastructure requirements of applications which generate big data; examines real-time analytics solutions; introduces in-database processing and in-memory analytics techniques for data mining; discusses the use of mainframes for handling real-time big data and the latest types of data management systems for BDA; provides information on the use of cluster, grid and cloud computing systems for BDA; reviews the peer-to-peer techniques and tools and the common information visualization techniques, used in BDA.

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