| 注册
首页|期刊导航|计算机应用研究|RFID物联网复杂事件模式聚类算法研究

RFID物联网复杂事件模式聚类算法研究

赵会群 李会峰 刘金銮

计算机应用研究2018,Vol.35Issue(2):339-341,3.
计算机应用研究2018,Vol.35Issue(2):339-341,3.DOI:10.3969/j.issn.1001-3695.2018.02.004

RFID物联网复杂事件模式聚类算法研究

Study on RFID complex event pattern clustering algorithm of Internet of things

赵会群 1李会峰 1刘金銮1

作者信息

  • 1. 北方工业大学计算机学院,北京100144
  • 折叠

摘要

Abstract

With the development of Internet of things technology in recent years,as one of the key technologies of the Internet of things,RFID technology has been widely used.The amount of data followed by continuous increase,the traditional method of things data processing bottlenecks encountered.The complex event processing(CEP) sound to be one of promising technologies because it's technical strategy on event flow analysis.However,when the event data stream to form a large,effective access to the current event model methods and techniques are many deficiencies.Aiming at this problem,using the cloud computing platform Hadoop parallel clustering algorithm,effectively changed the traditional technology which faced massive data limitations.The experimental results show the effectiveness of the event pattern clustering algorithm proposed.

关键词

射频识别/物联网/复杂事件处理/聚类/事件模式/大数据

Key words

radio frequency identification (RFID)/Internet of things/complex event processing/clustering/event pattern/big data

分类

信息技术与安全科学

引用本文复制引用

赵会群,李会峰,刘金銮..RFID物联网复杂事件模式聚类算法研究[J].计算机应用研究,2018,35(2):339-341,3.

基金项目

国家自然科学基金面上项目(61370051,61672041) (61370051,61672041)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

访问量1
|
下载量0
段落导航相关论文