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Boek

Big Data

Principles and Paradigms

Big Data - ISBN: 9780128053942
Prijs: € 72,95
Levertijd: 4 tot 6 werkdagen
Bindwijze: Boek, Paperback (09-06-2016)
Genre: Informatiekunde
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Beschrijving

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 applications
  • Addresses key principles underlying Big Data computing
  • Examines key developments supporting next generation Big Data platforms
  • Explores the challenges in Big Data computing and ways to overcome them
  • Contains expert contributors from both academia and industry

Details

Titel: Big Data
Mediatype: Boek
Bindwijze: Paperback
Taal: Engels
Aantal pagina's: 494
Uitgever: Elsevier Science
Plaats van publicatie: 01
Publicatiedatum: 2016-06-09
NUR: Informatiekunde
Afmetingen: 235 x 191
ISBN/ISBN13: 9780128053942
Intern nummer: 33802291

Extra informatie

Explains the key algorithms, tools, technologies, and best practices that enable Big Data platforms for numerous scientific, business, and consumer applications

Inhoudsopgave

Part I: Big Data Science

Part II: Big Data Infrastructures and Platforms

Part III: Big Data Security and Policy

Part IV: Big Data Applications

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