Complex event processing in enterprise information systems based on RFID

被引:91
作者
Zang, C. [1 ]
Fan, Y. [1 ]
机构
[1] Tsinghua Univ, Natl CIMS Engn & Res Ctr, Dept Automat, Beijing 100084, Peoples R China
关键词
Enterprise architecture; Event driven architecture; Complex event processing; Event meta model; RFID; Work flow; Application integration; Service-oriented architecture; Manufacturing; Enterprise software systems;
D O I
10.1080/17517570601092127
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Enterprises have to be increasingly agile and responsive to address the challenges posed by the fast moving market. With the software architecture evolving into service-oriented architecture (SOA), and the adoption of radio frequency identification (RFID), event processing can fit well in enterprise information systems in terms of facilitation of event aggregation into high level actionable information, and event response to improve the responsiveness. To make it more applicable, the architecture of event processing in enterprise information systems is proposed; event meta model and context serve as the solid basis for event processing; the rules, operators and keys of complex event processing are defined. Especially, workflow model is firstly used to extract complex event pattern. We have implemented the event processing mechanism in enterprise information systems based on RFID, including the architecture, data structures, optimization strategies and algorithm. The performance evaluations show that the method is effective in terms of scalability and the capability of event processing. Complex event processing can improve operational performance and discover more actionable information, which is justified by application. Finally, lessons learned from the application are presented.
引用
收藏
页码:3 / 23
页数:21
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