High-Performance Big-Data Analytics

Computing Systems and Approaches

By: Anupama Raman, Siddhartha Duggirala, Pethuru Raj, Dhivya Nagaraj

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Paperback | 23 August 2016

At a Glance

Paperback
452 Pages

Dimensions(cm)
23.5 x 15.5 x 2.31

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$169.00

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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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