文章基本信息

标题：Big Data Characteristics, Architecture, Technologies and Applications
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作者：Wisam A. Qader ; Musa M. Ameen ; Bilal Ismael Ahmed 等
期刊名称：Journal of Computer Science
印刷版ISSN：1549-3636
出版年度：2020
卷号：16
期号：6
页码：817-824
DOI：10.3844/jcssp.2020.817.824
出版社：Science Publications
摘要：Big Data is a vast volume of data that is not easy to be stored or processed with conventional approaches within a limited period. Therefore, to manage and extract value from it, a new architecture, method and analysis are needed. Big Data poses many challenges and problems and it has different properties such as volume, velocity, variety and veracity. The goal of Big Data is not only to collect, save and organize huge volumes of data, but it is also used to evaluate, extract and visualize useful information for further processes. Big Data is a modern worldwide novel technology that has the potential to provide great benefits to business and organizations of different fields around the world and it will be more desirable in the next few years. This work describes the importance of Big Data, various challenges it faces in adapting to today’s modern era, characteristics and architecture of Big Data, technologies used in Big Data and applications created using Big Data. The paper also explains MapReduce and Hadoop Distributed File System as two important models of Big Data.
关键词：Big Data;Hadoop Distributed File System;MapReduce