Informatics and Applications
2021, Volume 15, Issue 3, pp 91-97
QUEUING SYSTEM WITH SIGNALS FOR DYNAMIC RESOURCE ALLOCATION FOR ANALYZING NETWORK SLICING IN 5G NETWORKS
- I. A. Kochetkova
- A. S. Vlaskina
- N. N. Vu
- V. S. Shorgin
Abstract
Network slicing is one of the key technologies of fifth generation wireless networks with an ever-increasing number of users and services. A feature of this technology is the ability to organize logically isolated segments of radio resources for the specific requirements of the operator and its users, and the redistribution of the resource volumes between the segments is possible, but only at the moments of the controller accessing them. In this work, a mathematical model is built for two classes of impatient elastic traffic with a minimum rate guarantee transmission by queuing system with queues and signals that control resource redistribution. Formulas are given for calculating the parameters of the efficiency of resource redistribution - the coefficient of compliance with the initial distribution of the resource, the success rate of resource redistribution, and the coefficient of resource utilization.
[+] References (10)
- Muhizi, S., A. A. Ateya, A. Muthanna, R. Kirichek, and
A. Koucheryavy. 2018. A novel slice-oriented network
model. Distributed computer and communication networks.
Eds. V. Vishnevskiy and D. Kozyrev. Communications in
computer and information science ser. Springer. 919:421-
431. doi: 10.1007/978-3-319-99447-5_36.
- Markova, E., Y. Adou, D. Ivanova, A. Golskaia, and
K. Samouylov. 2019. Queue with retrial group for modeling best effort traffic with minimum bit rate guarantee
transmission under network slicing. Distributed computer
and communication networks. Lecture notes in computer
science ser. Springer. 11965:432-442. doi: 10.1007/978-
3-030-36614-8_33.
- Yarkina, N., Y. Gaidamaka, L. M. Correia, and
K. Samouylov. 2020. An analytical model for 5G network
resource sharing with flexible SLA-oriented slice isolation.
Mathematics 8(7):1177. 19 p. doi: 10.3390/math8071177.
- De Cola, T, and I. Bisio. 2020. QoS optimization of eMBB services in converged 5G-satellite net-
works. IEEE T. Veh. Technol. 69(10):12098-12110. doi:
10.1109/TVT.2020.3011963.
- Ageev, K., E. Sopin, and K. Samouylov. 2021. Resource
sharing model with minimum allocation for the performance analysis of network slicing. Information technologies
and mathematical modelling. Queueing theory and applications. Eds. A. Dudin, A. Nazarov, and A. Moiseev. Communications in computer and information science ser. Springer. 1391:378-389. doi: 10.1007/978-3-030-72247- 0_28.
- Koucheryavy, Y., E. Lisovskaya, D. Moltchanov, R. Kovalchukov, and A. Samuylov. 2021. Quantifying the millimeter wave new radio base stations density for network slicing with prescribed SLAs. Comput. Commun. 174:1327. doi: 10.1016/j.comcom.2021.04.010.
- Zhirnov, N. S., A.I. Lyakhov, and E.M. Khorov. 2019. Mathematical model of a network slicing approach for video and web traffic. J. Commun. Technol. El. 64(8):890- 899. doi: 10.1134/S1064226919080278.
- Vlaskina, A., N. Polyakov, and I. Gudkova. 2019. Modeling and performance analysis of elastic traffic with minimum rate guarantee transmission under network slicing. Internet of things, smart spaces, and next generation networks and systems. Eds. O. Galinina, S. Andreev, S. Balandin, and Y. Koucheryavy. Lecture notes in computer science ser. Springer. 11660:621-634. doi: 10.1007/978-3-030-30859-9-54.
- Kochetkova, I., A. Vlaskina, S. Burtseva, V. Savich, and J. Hosek. 2020. Analyzing the effectiveness of dynamic network slicing procedure in 5G network by queuing and simulation models. Internet of things, smart spaces, and next generation networks and systems. Eds. O. Galinina,
S. Andreev, S. Balandin, and Y. Koucheryavy. Lecture notes in computer science ser. Springer. 12525:71-85. doi: 10.1007/978-3-030-65726-0_7.
- Vlaskina, A. S., N. A. Polyakov, I. A. Gudkova, and Yu. V. Gaidamaka. 2020. Analiz veroyatnostno- vremennykh kharakteristik obsluzhivaniya elastichnogo trafika s minimal'noy skorost'yu v segmente besprovodnoy seti s narezkoy radioresursov [Performance analysis of elastic traffic with minimum bit rate guarantee transmission in wireless network under network slicing]. Izvestiya Saratovskogo universiteta. Novaya seriya. Seriya: Matematika. Mekhanika. Informatika [Izvestiya of Saratov University. Mathematics. Mechanics. Informatics.]. 20(3):378-387. doi: 10.18500/1816-9791-2020-203-378-387.
[+] About this article
Title
QUEUING SYSTEM WITH SIGNALS FOR DYNAMIC RESOURCE ALLOCATION FOR ANALYZING NETWORK SLICING IN 5G NETWORKS
Journal
Informatics and Applications
2021, Volume 15, Issue 3, pp 91-97
Cover Date
2021-09-30
DOI
10.14357/19922264210312
Print ISSN
1992-2264
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
5G; network slicing; queuing system with signals; dynamic resource allocation; elastic traffic
Authors
I. A. Kochetkova  ,  , A. S. Vlaskina , N. N. Vu , and V. S. Shorgin
Author Affiliations
Peoples' Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Str., Moscow 117198, Russian Federation
Institute of Informatics Problems, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
|