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Titlebook: Big-Data Analytics and Cloud Computing; Theory, Algorithms a Marcello Trovati,Richard Hill,Lu Liu Book 2015 Springer International Publishi

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期刊全称Big-Data Analytics and Cloud Computing
期刊简称Theory, Algorithms a
影响因子2023Marcello Trovati,Richard Hill,Lu Liu
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发行地址Discusses and explores theoretical concepts, principles, tools, techniques and deployment models in the context of Big Data.Focuses on the latest developments in Data Science (aka Analytics) and, espe
图书封面Titlebook: Big-Data Analytics and Cloud Computing; Theory, Algorithms a Marcello Trovati,Richard Hill,Lu Liu Book 2015 Springer International Publishi
影响因子.This book reviews the theoretical concepts, leading-edge techniques and practical tools involved in the latest multi-disciplinary approaches addressing the challenges of big data. Illuminating perspectives from both academia and industry are presented by an international selection of experts in big data science. Topics and features: describes the innovative advances in theoretical aspects of big data, predictive analytics and cloud-based architectures; examines the applications and implementations that utilize big data in cloud architectures; surveys the state of the art in architectural approaches to the provision of cloud-based big data analytics functions; identifies potential research directions and technologies to facilitate the realization of emerging business models through big data approaches; provides relevant theoretical frameworks, empirical research findings, and numerous case studies; discusses real-world applications of algorithms and techniques to address the challenges of big datasets..
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978-3-319-79767-0Springer International Publishing Switzerland 2015
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,Polarized Light—Laws of Reflection,edia big data in an efficient and scalable way. We outline examples of the use of the MapReduce framework, including Hadoop, which has become the most common approach to a truly scalable and efficient framework for common multimedia processing tasks, e.g., content analysis and retrieval. We also exa
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