Resource Queueing System for Analysis of Network Slicing Performance with QoS-Based Isolation

Network slicing is defined as one of the main components of fifth-generation mobile communications that can solve the problem of colossal growth in data volume traffic in cellular networks. A key feature of slicing is to limit the effect of one slice on another to provide a high quality of service. Therefore, in this paper, a model for resource sharing in slicing using the queueing theory methods is constructed. The main aim is to determine how radio resources should be fairly shared between different slices in the system. The proposed algorithm ensures the isolation of slices according to the quality of service. The resource sharing problem is formulated as an optimization problem. Analysis of the system’s performance characteristics will allow us to conclude that the isolation parameter has a significant effect on metrics of interest.

Authors
Publisher
Springer Verlag
Language
English
Pages
198-211
Status
Published
Volume
1391 CCIS
Year
2021
Organizations
  • 1 Peoples’ Friendship University of Russia (RUDN University)
  • 2 Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences (FRC CSC RAS)
Keywords
isolation; network slicing; optimization problem; resource allocation; slice
Date of creation
16.12.2021
Date of change
16.12.2021
Short link
https://repository.rudn.ru/en/records/article/record/81237/
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