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Big Data

Principles and Paradigms

Language EnglishEnglish
Book Paperback
Book Big Data Rajkumar Buyya
Libristo code: 02983775
Publishers Elsevier Science & Technology, June 2016
Recent advances in digital sensors, networks, storage, and computation, along with their low cost av... Full description
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Recent advances in digital sensors, networks, storage, and computation, along with their low cost availability, is creating huge collections of data known as "Big Data." This has led to the emergence of a new computing paradigm that impacts society as a whole, changing the way business, science, academia, and governments work. Big Data: Principles and Paradigms captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. The book identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications. To help realize Big Data’s full potential, Big Data: Principles and Paradigms addresses numerous challenges and offers the conceptual and technological solutions for tackling them. These challenges include life-cycle data management, large-scale storage, flexible processing infrastructure, data modeling, scalable machine learning, data analysis algorithms, sampling techniques, as well as the privacy and ethical issues. Covers computational platforms supporting Big Data applicationsAddresses key principles underlying Big Data computingExamines key developments supporting next generation Big Data platformsExplores the challenges in Big Data computing and ways they to overcome themExpert contributors from both academia and industry

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About the book

Full name Big Data
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 494
EAN 9780128053942
ISBN 0128053941
Libristo code 02983775
Weight 1010
Dimensions 236 x 193 x 29
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