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大数据技术及其应用研究 被引量:8

The Research on Technology and Application of Big Data
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摘要 文章讨论了大数据系统的分析结构模型,阐述了大数据通用技术体系及其关键技术,进而从软件分层概念角度研究出大数据技术应用层次模型及技术应用通用框架,最后介绍了大数据开源实现平台——Hadoop。 In this paper, we discuss the general structure of a big-data system, and describe the general technical system and key technologies of the big data, then research a hierarchical model of big data and develop the technology applications generic framework based on software hierarchical conceptual point.
出处 《电子产品可靠性与环境试验》 2013年第A01期90-95,共6页 Electronic Product Reliability and Environmental Testing
关键词 大数据 系统分析结构 技术体系模型 技术应用框架 HADOOP big data analysis of the structure technology system model technical applica-tion framework Hadoop
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  • 1BARWICK H. The "four Vs" of big data. Implementing Information Infrastructure Symposium [ EB/OL] . [ 2012- 10-02] . http : //www.computerworld.com.au/article/396198/ iiis four vs_big_data/.
  • 2李国杰.大数据研究的科学价值[J].中国计算机学会通讯,2012,8(9):8-15.
  • 3HAAS L. Integrating extremely large data is extremely chal- lenging [C/OL] //Proc of XLDB Asia 2012. http: //idke.ruc. edu.cn/xldb/www.xldb-asia.ogr/prograrrdhtml.
  • 4Flume [EB/OL] . [2012-10-02] . http: //flume.apache. org.
  • 5维克托·迈尔·舍恩伯格,肯尼思·库克耶.大数据时代:生活、丁作与思维的大变革[M].盛杨燕,周涛,译.杭州:浙江人民出版社.2012.
  • 6边馥苓.用数字的眼光看世界[M].武汉:武汉大学出版社,2011.
  • 7GHEMAWAT S, GOBIOFF H, LEUNG S. The Google file system [C] //Proceedings of the 19th ACM SIGOPS Sympo- sium on Operating Systems Principles (SOSP' 03), Oct 19-22, 2003, Bohon Landing, NY, USA. New York, NY, USA: ACM, 2003: 29-43.
  • 8BEAVER D, KUMAR S, LI H C, et ed. Finding a needle in haystack: Faeebook' s photo storage [C] //Proceedings of the 9th USENIX Symposium on Operating System Design and Implementation (OSDI' 10), Oet 4-6, 2010, Van- eouver, Canada. Berkeley, CA, USA: USENIX Assoeiation, 2010: 47-60.
  • 9Storm [ EB/OL] . [2012-10-02] . http: //github.eom/ nathanmarz/storm.
  • 10NEUMEYER L, ROBBINS B, NAIR A, et cd. $4: Dis- tributed stream computing platform [ C] //Proceedings of the IEEE International Conference on Data Mining Work- shops (ICDMW' 10), Dec 14-17, 2010, Sydney, Australia. Los Alamitos, CA, USA: IEEE Computer So- ciety, 2010: 170-177.

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