High-Performance Big-Data Analytics by Pethuru Raj

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Summary

This book presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. describes the network infrastructure requirements for effective transfer of big data, and the storage infrastructure requirements of applications which generate big data;

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High-Performance Big-Data Analytics by Pethuru Raj

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.
SKU Unavailable
ISBN 13 9783319363240
ISBN 10 3319363247
Title High-Performance Big-Data Analytics
Author Pethuru Raj
Series Computer Communications And Networks
Condition Unavailable
Binding Type Paperback
Publisher Springer International Publishing AG
Year published 2016-08-23
Number of pages 428
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.