Model of the Application Processing Process in Reconfigurable Automated Monitoring Systems

Authors

  • Vasilyev G. S., Loginov I. N., Kuzichkin O. R., Surzhik D. I., Grecheneva A. V.

DOI:

https://doi.org/10.17762/msea.v71i3.254

Abstract

The paper proposes an approach to modeling query processing processes in reconfigurable automated monitoring systems based on the use of a model of a controlled reconfigurable system and queuing models. The problem of modeling is determined to be associated with an additional factor, reducing the time spent in the queue, taking into account changes in performance as a result of dynamic adaptive adjustment of the monitoring system to the operating conditions. A composite flow model describing the change in the nature of the tasks performed in the monitoring system is defined, approaches to constructing optimal reconfiguration control based on minimizing the functional of losses over a finite time interval are proposed. The joint representation of the processes in automated monitoring systems as the service of applications in a managed queuing system is substantiated. The constructed model of the functioning process and the analytical dependencies obtained for it make it possible to analyze the processing requests in automated monitoring systems for further optimization. Based on the obtained ratios, an experimental model study was carried out.

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Published

2022-06-09

How to Cite

Vasilyev G. S., Loginov I. N., Kuzichkin O. R., Surzhik D. I., Grecheneva A. V. (2022). Model of the Application Processing Process in Reconfigurable Automated Monitoring Systems. Mathematical Statistician and Engineering Applications, 71(3), 935 –. https://doi.org/10.17762/msea.v71i3.254

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Section

Articles