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面向海量数据的在线流数据服务框架

杨臻 杨志宏 肖汉

计算机应用与软件2016,Vol.33Issue(3):56-61,79,7.
计算机应用与软件2016,Vol.33Issue(3):56-61,79,7.DOI:10.3969/j.issn.1000-386x.2016.03.012

面向海量数据的在线流数据服务框架

MASSIVE DATA-ORIENTED ONLINE STREAMING DATA SERVICE FRAMEWORK

杨臻 1杨志宏 2肖汉1

作者信息

  • 1. 郑州师范学院信息科学与技术学院 河南 郑州 450044
  • 2. 中州大学信息工程学院 河南 郑州 450044
  • 折叠

摘要

Abstract

To handle the problem of sharing massive streaming data between different applications,we proposed an online streaming data service framework.By analysing and abstracting the scene of sharing streaming data by multi-application,we designed a three-tier online streaming data service framework consisting of data tier,management tier and interface tier.The framework divides the streaming data management into four components including index building,registrar,matcher and memory cleaning,and manages the streaming data by a special data management engine.The presentation of the framework gave a solution of uniform streaming data management to the scene of streaming data sharing by multi-application.Experimental results showed that,relative to traditional database,the writing speed of the proposed service framework increased nearly 5 times,and the reading speed increased by 4 times.

关键词

流数据/在线服务/海量数据管理/数据服务框架/数据管理引擎

Key words

Streaming data/Online service/Massive data management/Data service framework/Data management engine

分类

信息技术与安全科学

引用本文复制引用

杨臻,杨志宏,肖汉..面向海量数据的在线流数据服务框架[J].计算机应用与软件,2016,33(3):56-61,79,7.

基金项目

河南省重点科技攻关项目(132102310003);中国博士后科学基金项目 ()

计算机应用与软件

OACSTPCD

1000-386X

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