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Big Data : Principles and Paradigms

By: Australia) Vahid Dastjerdi University of Melbourne Amir laboratory (Edited by) , Rajkumar Buyya (Edited by) , Rodrigo N. Calheiros (Edited by)

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Ksh 14,000.00

Format: Paperback or Softback

ISBN-10: 0128053941

ISBN-13: 9780128053942

Publisher: Elsevier Science & Technology

Imprint: Morgan Kaufmann Publishers In

Country of Manufacture: NL

Country of Publication: GB

Publication Date: Jun 9th, 2016

Publication Status: Active

Product extent: 494 Pages

Weight: 1010.00 grams

Dimensions (height x width x thickness): 19.30 x 23.60 x 2.90 cms

Product Classification / Subject(s): Algorithms & data structures
Databases
Computer architecture & logic design

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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.

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