Open AccessApproach to mathematical simulation of data networking with packet routing
Author(s) -
O Ja Kravets,
A. V. Burkovsky,
O. G. Yaskevich
Publication year - 2019
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1399/3/033082
Subject(s) - computer science , asynchronous communication , task (project management) , queueing theory , routing (electronic design automation) , network packet , selection (genetic algorithm) , telecommunications network , function (biology) , distributed computing , computer network , mathematical optimization , operations research , systems engineering , engineering , artificial intelligence , mathematics , evolutionary biology , biology
This article discusses an approach to monitoring optimization in telecommunication networks with packet routing. Mathematical model of data networking with accounting for monitoring traffic structure is described, optimization task is determined. Main attention is paid to model development on the basis of queueing theory in order to generation of reserve capacity in system. The main concept is that comparatively simple structure of monitoring network is imposed on physical structure of telecommunication network. The modeling is aimed at selection of optimum parameters of monitoring system, solution techniques for similar task are proposed. The obtained optimization task is sufficiently complicated, subsequent attempts should be aimed at searching for conditions which would enable introduction of some constraints in order to simplify its solution without noticeable loss of the model adequacy. This is especially important for asynchronous task of monitoring, it should be based on selection of the most acceptable type of objective function (linear or quadratic).