Big Data
Principles and Paradigms
Häftad, Engelska, 2016
Av Rajkumar Buyya, Rodrigo N. Calheiros, Amir Vahid Dastjerdi, Australia) Buyya, Rajkumar (University of Melbourne, Australia) Calheiros, Rodrigo N. (Department of Computing and Information Systems, The University of Melbourne, Australia) Vahid Dastjerdi, Amir (Cloud Computing and Distributed Systems (CLOUDS) laboratory, University of Melbourne, Rodrigo Calheiros
1 049 kr
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
Produktinformation
- Utgivningsdatum2016-06-09
- Mått191 x 235 x 29 mm
- Vikt1 040 g
- SpråkEngelska
- Antal sidor494
- FörlagElsevier Science
- EAN9780128053942