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Raj, Pethuru / Duggirala, Siddhartha et al. High-Performance Big-Data Analytics - Computing Systems and Approaches. Springer International Publishing, 2016.
eng

Pethuru Raj / Siddhartha Duggirala / Dhivya Nagaraj / Anupama Raman

High-Performance Big-Data Analytics

Computing Systems and Approaches
  • Springer International Publishing
  • 2016
  • Taschenbuch
  • 452 Seiten
  • ISBN 9783319363240

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

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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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