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Big Data : Principles and Paradigms, Paperback by Buyya, Rajkumar (EDT); Calheiros, Rodrigo N. (EDT); Dastjerdi, Amir Vahid (EDT), ISBN 0128053941, ISBN-13 9780128053942, Like New Used, Free shipping in the US
<p><i>Big Data: Principles and Paradigms</i> captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. Th identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications.</p> <p>To help realize Big Data’s full potential, th 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.</p><ul> <li>Covers computational platforms supporting Big Data applications</li> <li>Addresses key principles underlying Big Data computing</li> <li>Examines key developments supporting next generation Big Data platforms</li> <li>Explores the challenges in Big Data computing and ways to overcome them</li> <li>Contains expert contributors from both academia and industry</li></ul>
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