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

by Siddhartha Duggirala, Pethuru Raj, Dhivya Nagaraj, et al.

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3319363247
• ISBN13: 9783319363240
• Release Date: August 2016
• Publisher: Springer
• Length: 428 Pages
• Weight: 1.38 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"