DocumentCode
569587
Title
Formal modelling of Complex Event Processing: A generic algorithm and its application to a manufacturing line
Author
Ahmad, Waheed ; Lobov, Andrei ; Lastra, Jose L Martinez
Author_Institution
Dept. of Production Eng., Tampere Univ. of Technol., Tampere, Finland
fYear
2012
fDate
25-27 July 2012
Firstpage
380
Lastpage
385
Abstract
Identifying the significant and most needed information in huge enterprises at the right time not only helps in decision making, but also plays an important role in overall performance and profit making of enterprises. Complex Event Processing (CEP) is a developing method of processing different events from multiple sources and filtering them to produce complex events. This paper provides a methodology to model CEP using Timed Net Condition Event System (TNCES), a Petri Nets derived formalism. Petri Nets is a graphical, mathematical modelling language used to analyze and describe discrete-event dynamic systems. The biggest advantage of representing CEP in TNCES is that it opens paths to the validation of the events filtering and decision making in different level of enterprise.
Keywords
Petri nets; decision making; discrete event systems; formal specification; manufacturing systems; simulation languages; CEP; Petri nets; TNCES; complex event processing; decision making; discrete-event dynamic systems; enterprises overall performance; enterprises profit making; formal modelling; generic algorithm; graphical mathematical modelling language; manufacturing line; timed net condition event system; Computer architecture; Filtering; Pattern matching; Petri nets; Real time systems; Unified modeling language; Vectors; complex event processing; event processing language; formal methods; timed net condition event system;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Informatics (INDIN), 2012 10th IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-0312-5
Type
conf
DOI
10.1109/INDIN.2012.6301058
Filename
6301058
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