Model of optimal distribution of network resources with constraints on quality of service indicators

Amirsaidov Ulugbek (Tashkent University of Information Technologies)
Qodirov Azamat (Tashkent University of Information Technologies)

Bulletin of Electrical Engineering and Informatics
Vol 12, No 2: April 2023

Existing algorithms and mathematical models of queuing at the nodes of a telecommunications network are considered in this paper. The necessity of coordinated solutions to problems of distribution of channel and buffer resources of the network is shown. A model for the optimal distribution of channel and buffer resources on network nodes has been developed. The optimization (minimization) criterion is the total average packet delay with constraints on the quality of service (QoS) indicators of heterogeneous flows. The optimization problem is presented as a constrained nonlinear programming problem and solved using the “fmincon” program of the optimization toolbox MATLAB package.