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High-Performance Big-Data Analytics

Name: High-Performance Big-Data Analytics
Brand: Springer International Publishing AG
SKU: 09354182
Price: 2356 CZK
Availability: InStock
Author: Pethuru Raj
ISBN: 9783319207438

Computing Systems and Approaches

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 09354182

Nakladatelství Springer International Publishing AG, říjen 2015

This book presents a detailed review of high-performance computing infrastructures for next-generati... Celý popis

Libristo kód: 09354182

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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.