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portada High-Performance Big-Data Analytics: Computing Systems and Approaches
Type
Physical Book
Author
Publisher
Language
English
Pages
428
Format
Paperback
Dimensions
23.4 x 15.6 x 2.3 cm
Weight
0.63 kg.
ISBN13
9783319363240
Categories

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

Pethuru Raj (Author) · Anupama Raman (Author) · Dhivya Nagaraj (Author) · Springer · Paperback

High-Performance Big-Data Analytics: Computing Systems and Approaches - Raj, Pethuru ; Raman, Anupama ; Nagaraj, Dhivya

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

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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