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On Discrete-Time Models of Network Worm Propagation Generated by Quadratic Operators

  • Academy of Sciences of the Republic of Uzbekistan
  • AKFA University
  • National University of Uzbekistan named after Mirzo Ulugbek

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)

Abstract

In this paper we consider the discrete-time dynamical systems generated by network worm propagation models based on the theory of quadratic stochastic operators(QSO). This approach simultaneously solves two important problems: ex-ploring of the QSO trajectory‘s behavior, we described the set of limit points, thereby completely solved the main problem of dynamical systems (i), we showed a new application of the theory QSOs in worm propagation modelling (ii). We demonstrated that proposed discrete-time biologically-inspired model represents also realistic picture of the worm propagation process and such analytical models can be used in decision of some problems of computer networks.

Original languageEnglish
Pages (from-to)194-217
Number of pages24
JournalMathematical Modelling and Analysis
Volume28
Issue number2
DOIs
Publication statusPublished - 21 Mar 2023

Keywords

  • modeling
  • network worms
  • propagation dynamics
  • quadratic stochastic opera-tor
  • regular operator

OECD Field of Science

  • 2.2 Electrical Engineering, Electronic Engineering, Information Engineering

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