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High-performance big-data analytics : computing systems and approaches /

This important and timely text/reference presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. Comprehensively covering a diverse range of computer systems and proven techniques for high-performance big-data analytics, the book...

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Bibliographic Details
Main Authors: Raj, Pethuru
Group Author: Raman, Anupama C; Nagaraj, Dhivya; Duggirala, Siddhartha
Published: Springer International Publishing,
Publisher Address: Cham :
Publication Dates: [2015]
Literature type: Book
Language: English
Series: Computer communications and networks,
Subjects:
Big data
High performance computing
Computer networks
Electronic data processing
Summary: This important and timely text/reference presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. Comprehensively covering a diverse range of computer systems and proven techniques for high-performance big-data analytics, the book also presents case studies, practical guidelines, and best practices for enabling decision-making toward implementing the appropriate computer systems and approaches. Topics and features: Includes case studies and learning activities throughout the book, and self-study exercises at the end of eve
Carrier Form: xxii, 428 pages : illustrations ; 25 cm.
Bibliography: Includes bibliographical references and index.
ISBN: 9783319207438
Index Number: QA76
CLC: TP311.13
Call Number: TP311.13/R161
Contents: Emerging Trends and Transformations in the IT Landscape -- High Performance Technologies for Big- and Fast-Data Analytics -- Big- and Fast-Data Analytics for High-Performance Computing -- Network Infrastructure for High-Performance Big-Data Analytics -- Storage Infrastructure for High-Performance Big-Data Analytics -- Real-Time Analytics using High-Performance Computing -- High-Performance Computing Paradigms -- In-Database Processing and In-Memory Analytics -- High-Performance Integrated Systems, Databases and Warehouses for Big- and Fast-Data Analytics -- Cluster and Grid Computing Paradig

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