Computers & Internet Books:

High-Performance Big-Data Analytics

Computing Systems and Approaches
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Description

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.
Release date Australia
October 28th, 2015
Audience
  • Professional & Vocational
Edition
1st ed. 2015
Illustrations
XXII, 428 p.
Pages
428
Dimensions
155x235x25
ISBN-13
9783319207438
Product ID
23156657

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