Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network

Abdukodir Khakimov; Ammar Muthanna; Ibrahim A. Elgendy; Konstantin Samouylov

doi:10.1007/978-3-030-66471-8_11

Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network

Abdukodir Khakimov^*
, Ammar Muthanna
, Ibrahim A. Elgendy
, Konstantin Samouylov

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

6G/IMT-2030 is designed to provide users with innovative speeds of terabit per second, which are proposed to be achieved using a number of advanced technologies, such as Mobile Edge Computing (MEC), Internet of Things (IoT), millimeter wave (mmWave), new radio and software defined networking. It is necessary to solve several important aspects in order to satisfy Quality of Service (QoS), first of all, to ensure network coverage density even in sparsely populated areas. In this paper we proposed software defined network based mobile edge computing dynamic algorithm for improving network performance. In addition, this algorithm can help the service provided to adapt with a required load on the radio links. Furthermore, local content caching and Local Internet Breakout (LIB) can be utilized to reduce the transport network requirements. Finally, the proposed algorithm is analyzed using some use cases and we developed testbed to emulate operator infrastructure.

Original language	English
Title of host publication	Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers
Editors	Vladimir M. Vishnevskiy, Dmitry V. Kozyrev, Konstantin E. Samouylov, Dmitry V. Kozyrev
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	126-136
Number of pages	11
ISBN (Print)	9783030664701
DOIs	https://doi.org/10.1007/978-3-030-66471-8_11
State	Published - 2020
Externally published	Yes
Event	23rd International Conference on Distributed Computer and Communication Networks, DCCN 2020 - Moscow, Russian Federation Duration: 14 Sep 2020 → 18 Sep 2020

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12563 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	23rd International Conference on Distributed Computer and Communication Networks, DCCN 2020
Country/Territory	Russian Federation
City	Moscow
Period	14/09/20 → 18/09/20

Bibliographical note

Publisher Copyright:
© 2020, Springer Nature Switzerland AG.

Keywords

5G
Core network
Dynamic algorithm
Edge computing

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-030-66471-8_11

Cite this

Khakimov, A., Muthanna, A., Elgendy, I. A., & Samouylov, K. (2020). Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network. In V. M. Vishnevskiy, D. V. Kozyrev, K. E. Samouylov, & D. V. Kozyrev (Eds.), Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers (pp. 126-136). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12563 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-66471-8_11

Khakimov, Abdukodir ; Muthanna, Ammar ; Elgendy, Ibrahim A. et al. / Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network. Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers. editor / Vladimir M. Vishnevskiy ; Dmitry V. Kozyrev ; Konstantin E. Samouylov ; Dmitry V. Kozyrev. Springer Science and Business Media Deutschland GmbH, 2020. pp. 126-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{5c98669566cc47ee8173e6521feff6cd,

title = "Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network",

abstract = "6G/IMT-2030 is designed to provide users with innovative speeds of terabit per second, which are proposed to be achieved using a number of advanced technologies, such as Mobile Edge Computing (MEC), Internet of Things (IoT), millimeter wave (mmWave), new radio and software defined networking. It is necessary to solve several important aspects in order to satisfy Quality of Service (QoS), first of all, to ensure network coverage density even in sparsely populated areas. In this paper we proposed software defined network based mobile edge computing dynamic algorithm for improving network performance. In addition, this algorithm can help the service provided to adapt with a required load on the radio links. Furthermore, local content caching and Local Internet Breakout (LIB) can be utilized to reduce the transport network requirements. Finally, the proposed algorithm is analyzed using some use cases and we developed testbed to emulate operator infrastructure.",

keywords = "5G, Core network, Dynamic algorithm, Edge computing",

author = "Abdukodir Khakimov and Ammar Muthanna and Elgendy, \{Ibrahim A.\} and Konstantin Samouylov",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 23rd International Conference on Distributed Computer and Communication Networks, DCCN 2020 ; Conference date: 14-09-2020 Through 18-09-2020",

year = "2020",

doi = "10.1007/978-3-030-66471-8\_11",

language = "English",

isbn = "9783030664701",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "126--136",

editor = "Vishnevskiy, \{Vladimir M.\} and Kozyrev, \{Dmitry V.\} and Samouylov, \{Konstantin E.\} and Kozyrev, \{Dmitry V.\}",

booktitle = "Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers",

address = "Germany",

}

Khakimov, A, Muthanna, A, Elgendy, IA & Samouylov, K 2020, Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network. in VM Vishnevskiy, DV Kozyrev, KE Samouylov & DV Kozyrev (eds), Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12563 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 126-136, 23rd International Conference on Distributed Computer and Communication Networks, DCCN 2020, Moscow, Russian Federation, 14/09/20. https://doi.org/10.1007/978-3-030-66471-8_11

Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network. / Khakimov, Abdukodir; Muthanna, Ammar; Elgendy, Ibrahim A. et al.
Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers. ed. / Vladimir M. Vishnevskiy; Dmitry V. Kozyrev; Konstantin E. Samouylov; Dmitry V. Kozyrev. Springer Science and Business Media Deutschland GmbH, 2020. p. 126-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12563 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network

AU - Khakimov, Abdukodir

AU - Muthanna, Ammar

AU - Elgendy, Ibrahim A.

AU - Samouylov, Konstantin

PY - 2020

Y1 - 2020

N2 - 6G/IMT-2030 is designed to provide users with innovative speeds of terabit per second, which are proposed to be achieved using a number of advanced technologies, such as Mobile Edge Computing (MEC), Internet of Things (IoT), millimeter wave (mmWave), new radio and software defined networking. It is necessary to solve several important aspects in order to satisfy Quality of Service (QoS), first of all, to ensure network coverage density even in sparsely populated areas. In this paper we proposed software defined network based mobile edge computing dynamic algorithm for improving network performance. In addition, this algorithm can help the service provided to adapt with a required load on the radio links. Furthermore, local content caching and Local Internet Breakout (LIB) can be utilized to reduce the transport network requirements. Finally, the proposed algorithm is analyzed using some use cases and we developed testbed to emulate operator infrastructure.

AB - 6G/IMT-2030 is designed to provide users with innovative speeds of terabit per second, which are proposed to be achieved using a number of advanced technologies, such as Mobile Edge Computing (MEC), Internet of Things (IoT), millimeter wave (mmWave), new radio and software defined networking. It is necessary to solve several important aspects in order to satisfy Quality of Service (QoS), first of all, to ensure network coverage density even in sparsely populated areas. In this paper we proposed software defined network based mobile edge computing dynamic algorithm for improving network performance. In addition, this algorithm can help the service provided to adapt with a required load on the radio links. Furthermore, local content caching and Local Internet Breakout (LIB) can be utilized to reduce the transport network requirements. Finally, the proposed algorithm is analyzed using some use cases and we developed testbed to emulate operator infrastructure.

KW - 5G

KW - Core network

KW - Dynamic algorithm

KW - Edge computing

UR - https://www.scopus.com/pages/publications/85101411229

U2 - 10.1007/978-3-030-66471-8_11

DO - 10.1007/978-3-030-66471-8_11

M3 - Conference contribution

AN - SCOPUS:85101411229

SN - 9783030664701

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 126

EP - 136

BT - Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers

A2 - Vishnevskiy, Vladimir M.

A2 - Kozyrev, Dmitry V.

A2 - Samouylov, Konstantin E.

A2 - Kozyrev, Dmitry V.

PB - Springer Science and Business Media Deutschland GmbH

T2 - 23rd International Conference on Distributed Computer and Communication Networks, DCCN 2020

Y2 - 14 September 2020 through 18 September 2020

ER -

Khakimov A, Muthanna A, Elgendy IA, Samouylov K. Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network. In Vishnevskiy VM, Kozyrev DV, Samouylov KE, Kozyrev DV, editors, Distributed Computer and Communication Networks - 23rd International Conference, DCCN 2020, Revised Selected Papers. Springer Science and Business Media Deutschland GmbH. 2020. p. 126-136. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-66471-8_11