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2016 | OriginalPaper | Chapter

Analysis of Business Process Execution Time with Queueing Theory Models

Authors : Konstantin Samouylov, Yuliya Gaidamaka, Elvira Zaripova

Published in: Information Technologies and Mathematical Modelling - Queueing Theory and Applications

Publisher: Springer International Publishing

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Abstract

In the paper an approach to the analysis of business process efficiency is proposed. A method for the estimation of a business process execution time as an important performance measure of business processes efficiency is developed. It represents a combination of queuing networks modelling and simplex algorithm of linear programming. The method allows the calculating of the minimum business processes execution time. A method of optimizing activity of the telecommunication company at a predetermined threshold for the business processes execution time is given. The developed technique was illustrated with an end-to-end business process flow “Request-to-Answer” with initial data close to reality.

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Literature
1.
go back to reference van der Aalst, W.M.P., Christian, S.: Modeling Business Processes: A Petri Net-oriented Approach, pp. 1–386. The MIT Press, London (2011)MATH van der Aalst, W.M.P., Christian, S.: Modeling Business Processes: A Petri Net-oriented Approach, pp. 1–386. The MIT Press, London (2011)MATH
3.
go back to reference Sidnev, A., Tuominen, J., Krassi, B.: Business process modeling and simulation. Helsinki University of Technology. Industrial Information Technology Laboratory Publications, pp. 1–116 (2005) Sidnev, A., Tuominen, J., Krassi, B.: Business process modeling and simulation. Helsinki University of Technology. Industrial Information Technology Laboratory Publications, pp. 1–116 (2005)
5.
go back to reference Baskett, F., Chandy, K.M., Muntz, R.R., Palacios, F.G.: Open, closed, and mixed networks of queues with different classes of customers. J. ACM 22(2), 248–260 (1975)MathSciNetCrossRefMATH Baskett, F., Chandy, K.M., Muntz, R.R., Palacios, F.G.: Open, closed, and mixed networks of queues with different classes of customers. J. ACM 22(2), 248–260 (1975)MathSciNetCrossRefMATH
6.
go back to reference Ficken, F.A.: The Simplex Method of Linear Programming. Dover Books, New York (2015)MATH Ficken, F.A.: The Simplex Method of Linear Programming. Dover Books, New York (2015)MATH
7.
go back to reference Mantepu, T.M., Solly, M.S.: Modelling and measuring milestones in business process optimization. Probl. Persp. Manage. 12(4), 221–224 (2014) Mantepu, T.M., Solly, M.S.: Modelling and measuring milestones in business process optimization. Probl. Persp. Manage. 12(4), 221–224 (2014)
8.
9.
go back to reference Business Process Model and Notation (BPMN). Version 2.0.2: OMG Document Number: formal.2013-12-09. Object Management Group (2013) Business Process Model and Notation (BPMN). Version 2.0.2: OMG Document Number: formal.2013-12-09. Object Management Group (2013)
10.
go back to reference Business process framework (eTOM). End-to-end business flows. GB921 Addendum E. R15.0.0., pp. 1–110 (2016) Business process framework (eTOM). End-to-end business flows. GB921 Addendum E. R15.0.0., pp. 1–110 (2016)
11.
go back to reference Moiseeva, S.P., Zakhorolnaya, I.A.: Mathematical model of parallel retrial queueing of multiple requests. Optoelectron. Instrum. Data Process. 47(6), 567–572 (2011)CrossRef Moiseeva, S.P., Zakhorolnaya, I.A.: Mathematical model of parallel retrial queueing of multiple requests. Optoelectron. Instrum. Data Process. 47(6), 567–572 (2011)CrossRef
12.
go back to reference Nazarov, A.A., Moiseev, A.N.: Distributed system of processing of data of physical experiments. Russ. Phys. J. 57(7), 984–990 (2014)CrossRef Nazarov, A.A., Moiseev, A.N.: Distributed system of processing of data of physical experiments. Russ. Phys. J. 57(7), 984–990 (2014)CrossRef
13.
go back to reference Bakholdina, M., Gortsev, A.: Joint probability density of the intervals length of modulated semi-synchronous integrated flow of events in conditions of a constant dead time and the flow recurrence conditions. In: Dudin, A., Nazarov, A., Yakupov, R., Gortsev, A. (eds.) ITMM 2014. CCIS, vol. 564, pp. 13–27. Springer, Heidelberg (2015). doi:10.1007/978-3-319-25861-4_2 Bakholdina, M., Gortsev, A.: Joint probability density of the intervals length of modulated semi-synchronous integrated flow of events in conditions of a constant dead time and the flow recurrence conditions. In: Dudin, A., Nazarov, A., Yakupov, R., Gortsev, A. (eds.) ITMM 2014. CCIS, vol. 564, pp. 13–27. Springer, Heidelberg (2015). doi:10.​1007/​978-3-319-25861-4_​2
14.
go back to reference Samouylov, K.E., Chukarin, A.V., Yarkina, N.V.: Business Processes and Information Technology in the Management of Telecommunications Companies, pp. 1–619. Alpina-Publishers, Randwick (2016) Samouylov, K.E., Chukarin, A.V., Yarkina, N.V.: Business Processes and Information Technology in the Management of Telecommunications Companies, pp. 1–619. Alpina-Publishers, Randwick (2016)
Metadata
Title
Analysis of Business Process Execution Time with Queueing Theory Models
Authors
Konstantin Samouylov
Yuliya Gaidamaka
Elvira Zaripova
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-44615-8_28

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