A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)

Optimizing Complex Event Processing (CEP) patterns become more interesting topic for researchers due to highly demanding in different areas including RFID based inventory management, Decision support systems, intrusion detection in networks, and many other systems dealing with pattern matching over...

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主要作者:	Behravesh, Babak
格式:	Thesis
语言:	English
出版:	2009
主题:	QA75 Electronic computers Computer science
在线阅读:	http://eprints.utm.my/id/eprint/11448/6/BabakBehraveshMFSKSM2009.pdf
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id	my-utm-ep.11448
record_format	uketd_dc
spelling	my-utm-ep.114482017-09-17T03:55:38Z A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall) 2009-11 Behravesh, Babak QA75 Electronic computers. Computer science Optimizing Complex Event Processing (CEP) patterns become more interesting topic for researchers due to highly demanding in different areas including RFID based inventory management, Decision support systems, intrusion detection in networks, and many other systems dealing with pattern matching over time series data. Regular expression matching is a well-studied field. In order to achieve better results, one solution is to revise existing algorithms and techniques to make patterns shorter and reducing system overload. In this study, we proposed a complex event processing engine considering historical data in the process of generating more efficient pattern for incoming events. An algorithm is proposed to act on events based on the engine. We develop a pattern matching unit which is used to find match cases over arriving events. Experimental results have shown promising outcomes in reducing processing time with multiple patterns. 2009-11 Thesis http://eprints.utm.my/id/eprint/11448/ http://eprints.utm.my/id/eprint/11448/6/BabakBehraveshMFSKSM2009.pdf application/pdf en public masters Universiti Teknologi Malaysia, Faculty of Computer Science and Information Systems Faculty of Computer Science and Information System
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	QA75 Electronic computers Computer science
spellingShingle	QA75 Electronic computers Computer science Behravesh, Babak A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)
description	Optimizing Complex Event Processing (CEP) patterns become more interesting topic for researchers due to highly demanding in different areas including RFID based inventory management, Decision support systems, intrusion detection in networks, and many other systems dealing with pattern matching over time series data. Regular expression matching is a well-studied field. In order to achieve better results, one solution is to revise existing algorithms and techniques to make patterns shorter and reducing system overload. In this study, we proposed a complex event processing engine considering historical data in the process of generating more efficient pattern for incoming events. An algorithm is proposed to act on events based on the engine. We develop a pattern matching unit which is used to find match cases over arriving events. Experimental results have shown promising outcomes in reducing processing time with multiple patterns.
format	Thesis
qualification_level	Master's degree
author	Behravesh, Babak
author_facet	Behravesh, Babak
author_sort	Behravesh, Babak
title	A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)
title_short	A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)
title_full	A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)
title_fullStr	A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)
title_full_unstemmed	A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)
title_sort	rule modeling engine for complex event processing (a case study on passive rfid for a virtual shopping mall)
granting_institution	Universiti Teknologi Malaysia, Faculty of Computer Science and Information Systems
granting_department	Faculty of Computer Science and Information System
publishDate	2009
url	http://eprints.utm.my/id/eprint/11448/6/BabakBehraveshMFSKSM2009.pdf
_version_	1747814856414724096

A rule modeling engine for complex event processing (a case study on passive RFID for a virtual shopping mall)

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