Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams

摘要：

Complex event processing has been extensively applied in areas such as RFID tracking for supply chain management, fluctuation detection in stock trading, real-time intrusion detection in network moni toring,etc. Most existing research works focus on specification, formaliza tion and evaluation of single-object oriented complex event processing. In this paper, we investigate complex event processing problems over mul tiple correlated RFID objects. We study multiple correlated RFID event detection problems. We present two kinds of evaluation algorithms: SE quence Join Algorithm(SEJA) and Stream Join Algorithm (SJA). Exper imental studies demonstrate that our proposed algorithms are effective and scalable.

关键词： complex event processing NFA data stream RFID

作者: Shanglian Peng Zhanhuai Li Qiang Li Qun Chen Hailong Liu Yanming Nie Wei Pan

作者单位: School of Computer Science and Technology, Northwestern Polytechnical University, Xian 710072, Chin College of Software and Microelectronics, Northwestern Polytechnical University, Xian 710072, China

会议类型: 国际会议

会议名称: 11th International Conference,WAIM 2010(第十一届网络时代管理国际会议)

会议地点: 九寨沟

会议语种:英文

页码: 97-102

在线出版日期: 2010-07-14（万方平台首次上网日期，不代表论文的发表时间）