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Gorton, Ian; Gracio, Deborah K.; 作者

Cambridge University Press

译者

2012-10-29 出版日期

297 页数

USD 93.00 价格

Hardcover

丛书系列

9780521191951 图书编码

Data-Intensive Computing 在线电子书图书标签: 计算机科学编程变分 Programming Data-Intensive Computing 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.

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