Author(s)

Issam Al-Azzoni

College of Engineering, Al Ain University of Science and Technology, Al Ain, United Arab Emirates.

In this paper, we present an approach for model transformation from Queueing Network Models (QNMs) into Queueing Petri Nets (QPNs). The performance of QPNs can be analyzed using a powerful simulation engine, SimQPN, designed to exploit the knowledge and behavior of QPNs to improve the efficiency of simulation. When QNMs are transformed into QPNs, their performance can be analyzed efficiently using SimQPN. To validate our approach, we apply it to analyze the performance of several queueing network models including a model of a database system. The evaluation results show that the performance analysis of the transformed QNMs has high accuracy and low overhead. In this context, model transformation enables the performance analysis of queueing networks using different ways that can be more efficient.

Model Transformation, Queueing Networks, Queueing Petri Nets, ATL

Al-Azzoni, I. (2018) On Utilizing Model Transformation for the Performance Analysis of Queueing Networks. Journal of Software Engineering and Applications, 11, 435-457. doi: 10.4236/jsea.2018.119026.