Data stream analysis and research

Computer Engineering and Applications ›› 2008, Vol. 44 ›› Issue (15): 8-11.

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Data stream analysis and research

LI Yan,WANG Hui-wen,YE Ming

School of Economy Management，Beihang University，Beijing 100083，China

Received:2007-12-07 Revised:2008-03-03 Online:2008-05-21 Published:2008-05-21
Contact: LI Yan

数据流分析与技术研究

李岩,王惠文,叶明

北京航空航天大学经济管理学院，北京 100083

通讯作者: 李岩

Abstract

Abstract: Data stream is a new data form，which is continuous，fast，transitory and unpredictable，as compared to traditional static data.So it challenges to analyze and mine it effectively.The purpose of this paper is to review recent work in this field.The main contents include data stream models，data stream processing models and current Data Stream Management System.Furthermore，data stream technology and its mining algorithm are also summarized comprehensively.

Key words: data stream, DSMS, synopsis data structure, sliding window

摘要： 数据流作为一种新的数据形态，不同于传统的静态数据，具有连续快速、短暂易逝和不可预测的特点，对其进行有效地分析和挖掘遇到了极大的挑战。介绍了数据流的基本概念、数据流模型、数据流处理模型和目前一些数据流管理系统，并对数据流技术及其挖掘算法进行归纳和分类论述。

关键词: 数据流, DSMS, 概要数据结构, 滑动窗口

LI Yan,WANG Hui-wen,YE Ming. Data stream analysis and research[J]. Computer Engineering and Applications, 2008, 44(15): 8-11.

李岩,王惠文,叶明. 数据流分析与技术研究[J]. 计算机工程与应用, 2008, 44(15): 8-11.

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Data stream analysis and research

数据流分析与技术研究

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