High-Performance Big-Data Analytics Computing Systems and Approaches
Aus der Reihe
Computer Communications and Networks
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- Hardcover
- Taschenbuch ausgewählt
- eBook
-
Sprache:Englisch
Fr. 138.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
23.08.2016
Verlag
SpringerSeitenzahl
428
Maße (L/B/H)
23.5/15.5/2.5 cm
Gewicht
680 g
Auflage
Softcover reprint of the original 1st edition 2015
Sprache
Englisch
ISBN
978-3-319-36324-0
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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