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计算机工程 ›› 2006, Vol. 32 ›› Issue (2): 10-12,25.

• 发展趋势/热点技术 • 上一篇    下一篇

数据流管理系统综述

周明中,龚 俭   

  1. 东南大学计算机系华东北地区网络中心,南京 210096
  • 出版日期:2006-01-20 发布日期:2006-01-20

Survey on Data Stream Management System

ZHOU Mingzhong, GONG Jian   

  1. Northeast Network Center, Department of Computer Science, Southeast Univ., Nanjing 210096
  • Online:2006-01-20 Published:2006-01-20

摘要: 数据流管理系统提出了一种通用结构模型,它采用窗口机制,连续查询以及相应的优化策略迅速高效地对实时数据进行在线分析处理。文章分析了数据流管理系统的框架结构和构成要素,讨论了其适用范围和优缺点,并指出当前研究中存在的问题及可能的发展趋势。

关键词: 数据流;数据流管理系统;窗口机制;连续查询;优化策略

Abstract: DSMS is a common model, which adopts window mechanics, continuous query and many optimizing strategy to online analyzing and disposing real-time data quickly and efficiently. This paper comprehensively analyzes the state-of-art of structure and components of DSMS,discusses their fitness, merit and demerit, and points out the problems which exist in the recent researches and the latest possible development trends

Key words: Data stream; DSMS; Window mechanism; Sequence query; Optimization strategy