文章基本信息

标题：An Exclusive Survey on Big Data Analytics, Applications and Tools
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作者：Renu Dwivedi ; Prof. Satpal Singh ; Prof. Sumit Nema 等
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2017
卷号：5
期号：9
页码：15326
DOI：10.15680/IJIRCCE.2017.0509085
出版社：S&S Publications
摘要：In this paper, we review the background and state-of-the-art of big data. We first introduce the generalbackground of big data and review related technologies, such as could computing, Internet of Things, data centers,and Hadoop. We then focus on the four phases of the value chain of big data, i.e., data generation, data acquisition,data storage, and data analysis. For each phase, we introduce the general background, discuss the technical challenges,and review the latest advances. We finally examine the several representative applications of big data, includingenterprise management, Internet of Things, online social networks, applications, collective intelligence, and smartgrid. These discussions aim to provide a comprehensive overview and big-picture to readers of this exciting area. Thissurvey is concluded with a discussion of open problems and future directions.
关键词：Real-time analytics; Big Data; Hadoop