CONTROLLING A COMPUTER NODE USING PROJECTOR-LESS STOCHASTIC APPROXIMATION ALGORITHMS FOR UNAUTHORIZED INPUT FLOW MODIFICATIONS

Kirill Tkachenko

doi:doi:10.30987/2658-6436-2022-2-13-17

UDC 004

CONTROLLING A COMPUTER NODE USING PROJECTOR-LESS STOCHASTIC APPROXIMATION ALGORITHMS FOR UNAUTHORIZED INPUT FLOW MODIFICATIONS

Published в Automation and modeling in design and management · Volume 2022, Issue 2, 2022 · Pages 13–17 · Rubrics: Automation and control of technological processes and production, automated design systems

DOI 10.30987/2658-6436-2022-2-13-17

Received: 22.06.2022 Accepted: 30.06.2022 Published: 30.06.2022

Authors

Kirill Tkachenko ¹

1 FSAEI HE «Sevastopol State University» (Department of «Information Technologies and Computer Systems», engineer 1st cat.)
Sevastopol, Simferopol, Russian Federation

ABSTRACT

The aim of the work is to propose a decision-making approach for managing a computer node in the face of unauthorized input traffic modifications. The research methods are analytical modelling of queuing systems and stochastic approximation algorithms. The results of the research and novelty are to obtain an approach based on the stochastic approximation algorithms for adaptive decision making under a priori uncertainty of input data. Findings of the obtained approach allow increasing the efficiency of computer systems in case of unauthorized intrusions.

KEYWORDS

analytical modelling stochastic approximation algorithms queuing systems computer nodes

Information References

Authors:

1. FSAEI HE «Sevastopol State University» (Department of «Information Technologies and Computer Systems», engineer 1st cat.)

Sevastopol, Simferopol, Russian Federation

Type:

Article

Pages:

from 13 to 17

Status:

Published

Subject area:

UDC 004

Language:

Russian

Keywords:

analytical modelling, stochastic approximation algorithms, queuing systems, computer nodes

References

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CONTROLLING A COMPUTER NODE USING PROJECTOR-LESS STOCHASTIC APPROXIMATION ALGORITHMS FOR UNAUTHORIZED INPUT FLOW MODIFICATIONS

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