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Computer Communications and Networks

High-Performance Big-Data Analytics

Computing Systems and Approaches

Authors: Raj, P., Raman, A., Nagaraj, D., Duggirala, S.

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  • Vividly illustrates the benefits of using high-performance infrastructures for next-generation data analytics
  • Provides numerous and varied case studies and examples of best practice
  • Includes learning activities throughout the book and self-study exercises at the end of every chapter
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eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-20744-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-319-20743-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA in USD
  • ISBN 978-3-319-36324-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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.

Table of contents (14 chapters)

Table of contents (14 chapters)
  • The Brewing Trends and Transformations in the IT Landscape

    Pages 1-23

    Raj, Pethuru (et al.)

  • The High-Performance Technologies for Big and Fast Data Analytics

    Pages 25-66

    Raj, Pethuru (et al.)

  • Big and Fast Data Analytics Yearning for High-Performance Computing

    Pages 67-99

    Raj, Pethuru (et al.)

  • Network Infrastructure for High-Performance Big Data Analytics

    Pages 101-126

    Raj, Pethuru (et al.)

  • Storage Infrastructures for High-Performance Big Data Analytics

    Pages 127-159

    Raj, Pethuru (et al.)

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-20744-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-319-20743-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA in USD
  • ISBN 978-3-319-36324-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
High-Performance Big-Data Analytics
Book Subtitle
Computing Systems and Approaches
Authors
Series Title
Computer Communications and Networks
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-20744-5
DOI
10.1007/978-3-319-20744-5
Hardcover ISBN
978-3-319-20743-8
Softcover ISBN
978-3-319-36324-0
Series ISSN
1617-7975
Edition Number
1
Number of Pages
XXII, 428
Topics