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Data-Intensive Computing

Data-Intensive Computing

Architectures, Algorithms, and Applications

by Deborah K. Gracio and Ian Gorton
Hardback
Publication Date: 29/10/2012

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The world is awash with digital data from social networks, blogs, business, science and engineering. Data-intensive computing facilitates understanding of complex problems that must process massive amounts of data. Through the development of new classes of software, algorithms and hardware, data-intensive applications can provide timely and meaningful analytical results in response to exponentially growing data complexity and associated analysis requirements. This emerging area brings many challenges that are different from traditional high-performance computing. This reference for computing professionals and researchers describes the dimensions of the field, the key challenges, the state of the art and the characteristics of likely approaches that future data-intensive problems will require. Chapters cover general principles and methods for designing such systems and for managing and analyzing the big data sets of today that live in the cloud and describe example applications in bioinformatics and cybersecurity that illustrate these principles in practice.
ISBN:
9780521191951
9780521191951
Category:
Databases
Format:
Hardback
Publication Date:
29-10-2012
Language:
English
Publisher:
Cambridge University Press
Country of origin:
United Kingdom
Pages:
297
Dimensions (mm):
235x155x18mm
Weight:
0.52kg

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