Modeling Web Client and System Behavior

• Main Author: Tomasz Rak
• Format: Article
• Language: English
• Published: MDPI AG 2020-06-01
• Series: Information
• Subjects: web customer; web systems; response time analysis; queueing petri nets; performance engineering
• Online Access: https://www.mdpi.com/2078-2489/11/6/337

Web systems are becoming more and more popular. An efficiently working network system is the basis for the functioning of every enterprise. Performance models are powerful tools for performance prediction. The creation of performance models requires significant effort. In the article, we want to present various performance models of customer and Web systems. In particular, we want to examine a system behaviour related to different flow routes of clients in the system. Therefore we propose Queueing Petri Nets, the new modeling methodology for dealing with performance issues of production systems. We follow the simulation-based approach. We consider 25 different models to check performance. Then we evaluate them based on the proposed metrics. The validation results show that the model is able to predict the performance with a relative error lower than 20%. Our evaluation shows that prepared models can reduce the effort of production system preparation. The resulting performance model can predict the system behaviour in a particular layer at the indicated load.