复杂事件处理技术及其在物流物联网中的应用

doi:10.11772/j.issn.1001-9081.2013.07.2026

计算机应用 ›› 2013, Vol. 33 ›› Issue (07): 2026-2030.DOI: 10.11772/j.issn.1001-9081.2013.07.2026

复杂事件处理技术及其在物流物联网中的应用

荆心¹,²,张璟²,李军怀²

1. 西安工业大学计算机科学与工程学院，西安 710032
2. 西安理工大学计算机科学与工程学院，西安 710048

收稿日期:2013-01-25 修回日期:2013-03-04 出版日期:2013-07-01 发布日期:2013-07-06
通讯作者: 荆心
作者简介:荆心(1977-)，男，陕西西安人，讲师，博士研究生，主要研究方向：物联网、数据库；张璟(1952-)，男，陕西宝鸡人，教授，博士，主要研究方向：云计算、虚拟化；李军怀(1969-)，男，陕西西安人，教授，博士，主要研究方向：物联网、分布式计算、射频技术。
基金资助:
国家自然科学基金资助项目(61172018,61172124)

Overview of complex event processing technology and its application in logistics Internet of Things

JING Xin¹,²,ZHANG Jing²,LI Junhuai²

1. School of Computer Science and Engineering, Xi'an Technological University, Xi'an Shaanxi 710032, China
2. School of Computer Science and Engineering, Xi'an University of Technology, Xi'an Shaanxi 710048, China

Received:2013-01-25 Revised:2013-03-04 Online:2013-07-06 Published:2013-07-01
Contact: JING Xin

摘要/Abstract

摘要： 复杂事件处理(CEP)技术是目前对高速事件流中蕴含信息进行实时分析的最佳技术，重点应用于事件驱动架构系统中，能够帮助业务应用实现智能化处理。为报告其研究发展现状，在给出CEP基本含义及显著特征的基础上，首先提出了由9个模块组成的CEP系统通用结构模型；然后综述了模型中重要部分相关关键技术的分类与形式化基础；同时设计了CEP在物流物联网中综合应用的框架模型，由此得出了CEP技术的优点及作用；最后指出了目前存在的不足及未来的研究方向。从理论与实践两方面对CEP技术进行了系统、详细、深入的剖析，以期推动其继续发展。

关键词: 复杂事件处理, 事件驱动架构, 物流物联网, 事件流处理

Abstract: Complex Event Processing (CEP) is currently an advanced analytical technology which deals with high velocity event streams in a real-time way and primarily gets applied in Event Driven Architecture (EDA) system domain. It is helpful to realize intelligent business in many applications. For the sake of reporting its research status, the paper introduced the basic meaning and salient feature of CEP, and proposed a system architecture model composed of nine parts. Afterwards, the main constituents of the model were reviewed in terms of key technology and its formalization. In order to illustrate how to use CEP in the logistic Internet of things, an application framework with CEP infiltrating in it was also proposed here. It can be concluded that CEP has many merits and can play an important role in application fields. Finally, the shortcomings of this research domain were pointed out and future works were discussed. The paper systematically analyzed the CEP technology in terms of theory and practice so as to further develop CEP technology.

Key words: Complex Event Processing (CEP), Event Driven Architecture (EDA), logistics Internet Of Things (IOT), event stream processing

中图分类号:

TP315

荆心张璟李军怀. 复杂事件处理技术及其在物流物联网中的应用[J]. 计算机应用, 2013, 33(07): 2026-2030.

JING Xin ZHANG Jing LI Junhuai. Overview of complex event processing technology and its application in logistics Internet of Things[J]. Journal of Computer Applications, 2013, 33(07): 2026-2030.

参考文献

［1］LUCKHAM D. The power of events： an introduction to complex event processing in distributed enterprise systems ［M］. Boston： Addison-Wesley, 2008： 3-4.

［2］LEAVITT N. Complex-event processing poised for growth ［J］. Computer, 2009, 42(4)： 17-20.

［3］BUCHMANN A, KOLDEHOFE B. Complex event processing ［J］. IT-Information Technology, 2009, 51(5)： 241-242.

［4］MARGARA A. Combining expressiveness and efficiency in a complex event processing middleware ［EB/OL］. ［2012-12-20］. https：//www.politesi.polimi.it/bitstream/10589/56684/1/2012_02_PhD_Margara.pdf.

［5］张菊芳,魏峻.复合事件检测技术的综述与评价［J］.计算机应用研究, 2005,22(10)：1-4.

［6］LI M B, CHEN C. RFID complex event processing mechanism for logistics tracking and tracing ［C］// IFCSTA'09： Proceedings of the 2009 International Forum on Computer Science-Technology and Applications. Piscataway： IEEE Press, 2009： 44-48.

［7］SASA A, VASILECAS O. Ontology-based support for complex events ［J］. Electronics and Electrical Engineering, 2011, 113(7)： 83-88.

［8］刘家红,吴泉源,甘亮,等.InforSIB中的复合事件时间模型［J］.计算机研究与发展,2009,46(3)：390-397.

［9］CHEN Q, LI Z, LIU H. Optimizing complex event processing over RFID data streams ［C］// ICDE 2008： IEEE 24th International Conference on Data Engineering. Piscataway： IEEE Press, 2008： 1442-1444.

［10］ARASU A, BABU S, WIDOM J. The CQL continuous query language： semantic foundations and query execution ［J］. The VLDB Journal, 2006, 15(2)： 121-142.

［11］DIAO Y, IMMERMAN N, GYLLSTROM D. SASE+： an agile language for Kleene closure over event streams ［EB/OL］. ［2012-12-23］. http：//archive.systems.ethz.ch/www.dbis.ethz.ch/education/ws0708/adv_top_infsyst/papers/sase_tr07.pdf.

［12］何新贵.事件代数与主动知识库系统［J］.软件学报,1994,5(9)：23-29.

［13］AKDERE M, CETINTEMEL U, TATBUL N. Plan-based complex event detection across distributed sources ［J］. Proceedings of the VLDB Endowment, 2008, 1(1)： 66-77.

［14］LI G, JACOBSEN H.A. Composite subscriptions in content-based publish/subscribe systems ［C］// Proceedings of the ACM/IFIP/USENIX 2005 International Conference on Middleware. Berlin： Springer-Verlag, 2005： 249-269.

［15］GYLLSTROM D, WU E, CHAE H J, et al. SASE： complex event processing over streams ［C］// Proceedings of the 3rd Biennial Conference on Innovative Data Systems Research. New York： ACM Press, 2007： 1-5.

［16］DEMERS A, GEHRKE J, PANDA B, et al. Cayuga： a general purpose event monitoring system ［C］// Proceedings of the 3rd Biennial Conference on Innovation Data Systems Research. New York： ACM Press, 2007： 412-422.

［17］SCHULTZ-MOLLER N P, MIGLIAVACCA M, PIETZUCH P. Distributed complex event processing with query rewriting ［C］// Proceedings of the 3rd ACM International Conference on Distributed Event-Based Systems. New York： ACM Press, 2009： 4.
［18］减传真,范玉顺.基于智能物件的实时企业复杂事件处理机制［J］.机械工程学报,2007,43(2)：22-32.

［19］ANICIC D, FODOR P, RUDOLPH S, et al. A rule-based language for complex event processing and reasoning ［C］// Proceedings of the Fourth International Conference on Web Reasoning and Rule Systems. Berlin： Springer-Verlag, 2010： 42-57.

［20］AMARAL L A, HESSEL F P, CORREA J. Cooperative CEP-based RFID framework： a notification approach for sharing complex business events among organizations ［C］// Proceedings of the 2011 IEEE International Conference on RFID. Piscataway： IEEE Press, 2011： 215-222.

［21］YAO W, CHU C H, LI Z. Leveraging complex event processing for smart hospitals using RFID ［J］. Journal of Network and Computer Applications, 2011, 34(3)： 799-810.

［22］LI M B, LI H. Research on RFID integration middleware for enterprise information system ［J］. Journal of Software, 2011, 6(2)： 167-174.

［23］TEYMOURIAN K, PASCHKE A. Enabling knowledge-based complex event processing ［C］// Proceedings of the 2010 EDBT/ICDT Workshops. New York： ACM Press, 2010： 37.

［24］CHANDRASEKARAN S, COOPER O, DESHPANDE A, et al. TelegraphCQ： continuous dataflow processing ［C］// Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data. New York： ACM Press, 2003： 668-668.

［25］ABADI D J, CARNEY D, CETINTEMEL U, et al. Aurora： a new model and architecture for data stream management ［J］. The VLDB Journal, 2003, 12(2)： 120-139.

［26］CRANOR C, JOHNSON T, SPATASCHEK O, et al. Gigascope： a stream database for network applications ［C］// Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data. New York： ACM Press, 2003： 647-651.

［27］BAI Y, THAKKAR H, WANG H, et al. A data stream language and system designed for power and extensibility ［C］// Proceedings of the 15th ACM International Conference on Information and Knowledge Management. New York： ACM Press, 2006： 337-346.

［28］Oracle. Overview of Oracle CEP ［EB/OL］. ［2012-12-20］. http：//docs.oracle.com/cd/E23943_01/doc1111/e14476/overview.htm.

［29］AGRAWAL J, DIAO Y, GYLLSTROM D, et al. Efficient pattern matching over event streams ［C］// Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data. New York： ACM Press, 2008： 147-160.

［30］王永恒，杨圣洪.RFID数据流分布式层次复杂事件处理［J］.计算机工程与应用，2010,46(32)：123-125.

［31］KAWASHIMA H, KITAGAW H, LI X. Complex event processing over uncertain data streams ［C］// Proceedings of the 2010 International Conference on P2P, Parallel, Grid, Cloud and Internet Computing. Piscataway： IEEE Press, 2010： 521-526.

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复杂事件处理技术及其在物流物联网中的应用

Overview of complex event processing technology and its application in logistics Internet of Things

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