High-performance Big-data Analytics: Computing Systems and Approaches - Couverture rigide

Raj, Pethuru; Raman, Anupama; Nagaraj, Dhivya; Duggirala, Siddhartha

 
9783319207438: High-performance Big-data Analytics: Computing Systems and Approaches

Synopsis

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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Autres éditions populaires du même titre

9783319363240: High-Performance Big-Data Analytics: Computing Systems and Approaches

Edition présentée

ISBN 10 :  3319363247 ISBN 13 :  9783319363240
Editeur : Springer, 2016
Couverture souple