Abstract
In allusion to limitations of traditional data processing technology in big data processing, big data processing system architecture based on hadoop is designed, using the characteristics of quantification, unstructured and dynamic of cloud computing.It uses HDFS be responsible for big data storage, and uses MapReduce be responsible for big data calculation and uses Hbase as unstructured data storage database, at the same time a system of storage and cloud computing security model are designed, in order to implement efficient storage, management, and retrieval of data,thus it can save construction cost, and guarantee system stability, reliability and security.
Publisher
Trans Tech Publications, Ltd.
Reference9 articles.
1. Feilong Chen. Mass sensing data management system based on Hadoop. Nanjing university of science and technology, (2013).
2. Junzhou Luo etc. Cloud computing: the architecture and key technology. Tsinghua university press, 2011. 7.
3. A. T husoo? Petabytes J.S. S arma model. The Hive - a scale data warehouse using Hadoop, ICDE2010, (2010).
4. Jingjing Cheng, Zhaoxin YU. Research and design of big data analysis based on cloud computing platform. Guangdong communication technology, 2013. 1.
5. JunSong, LinZhu. Design and implementation of huge amounts of data processing based on cloud computing platform. Telecommunications technology, 2012. 4.
Cited by
4 articles.
订阅此论文施引文献
订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Research on Short-Term Flow Forecast of Intelligent Traffic;Advances in Artificial Intelligence and Security;2021
2. Big Data in Healthcare and Social Sciences;Web Services;2019
3. Big Data in Healthcare and Social Sciences;International Journal of Information Systems and Social Change;2017-07
4. Design and Implementation of Medical Data Management System;Communications in Computer and Information Science;2017