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portada Big Data: Principles and Paradigms
Type
Physical Book
Publisher
Author
Year
2016
Language
English
Pages
494
Format
Paperback
ISBN13
9780128053942
Edition No.
1
Categories

Big Data: Principles and Paradigms

Rajkumar Buyya,Rodrigo N. Calheiros,Amir Vahid Dastjerdi (Author) · Morgan Kaufmann · Paperback

Big Data: Principles and Paradigms - Rajkumar Buyya,rodrigo N. Calheiros,amir Vahid Dastjerdi

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Synopsis "Big Data: Principles and Paradigms "

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, the book addresses numerous challenges, offering 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, and 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 to overcome themContains expert contributors from both academia and industry

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