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
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;
Conference_Titel :
Industrial Informatics (INDIN), 2012 10th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-0312-5
DOI :
10.1109/INDIN.2012.6301058