Cargando…

SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach †

Managing the large volumes of IoT and M2M traffic requires the evaluation of the scalability and reliability for all the components in the end-to-end system. This includes connectivity, mobile network functions, and application or services receiving and processing the data from end devices. Firstly,...

Descripción completa

Detalles Bibliográficos
Autores principales: Botez, Robert, Costa-Requena, Jose, Ivanciu, Iustin-Alexandru, Strautiu, Vlad, Dobrota, Virgil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198574/
https://www.ncbi.nlm.nih.gov/pubmed/34072301
http://dx.doi.org/10.3390/s21113773
_version_ 1783707171558522880
author Botez, Robert
Costa-Requena, Jose
Ivanciu, Iustin-Alexandru
Strautiu, Vlad
Dobrota, Virgil
author_facet Botez, Robert
Costa-Requena, Jose
Ivanciu, Iustin-Alexandru
Strautiu, Vlad
Dobrota, Virgil
author_sort Botez, Robert
collection PubMed
description Managing the large volumes of IoT and M2M traffic requires the evaluation of the scalability and reliability for all the components in the end-to-end system. This includes connectivity, mobile network functions, and application or services receiving and processing the data from end devices. Firstly, this paper discusses the design of a containerized IoT and M2M application and the mechanisms for delivering automated scalability and high availability when deploying it in: (1) the edge using balenaCloud; (2) the Amazon Web Services cloud with EC2 instances; and (3) the dedicated Amazon Web Services IoT service. The experiments showed that there are no significant differences between edge and cloud deployments regarding resource consumption. Secondly, the solutions for scaling the 4G/5G network functions and mobile backhaul that provide the connectivity between devices and IoT/M2M applications are analyzed. In this case, the scalability and high availability of the 4G/5G components are provided by Kubernetes. The experiments showed that our proposed scaling algorithm for network slicing managed with SDN guarantees the necessary radio and network resources for end-to-end high availability.
format Online
Article
Text
id pubmed-8198574
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-81985742021-06-14 SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach † Botez, Robert Costa-Requena, Jose Ivanciu, Iustin-Alexandru Strautiu, Vlad Dobrota, Virgil Sensors (Basel) Article Managing the large volumes of IoT and M2M traffic requires the evaluation of the scalability and reliability for all the components in the end-to-end system. This includes connectivity, mobile network functions, and application or services receiving and processing the data from end devices. Firstly, this paper discusses the design of a containerized IoT and M2M application and the mechanisms for delivering automated scalability and high availability when deploying it in: (1) the edge using balenaCloud; (2) the Amazon Web Services cloud with EC2 instances; and (3) the dedicated Amazon Web Services IoT service. The experiments showed that there are no significant differences between edge and cloud deployments regarding resource consumption. Secondly, the solutions for scaling the 4G/5G network functions and mobile backhaul that provide the connectivity between devices and IoT/M2M applications are analyzed. In this case, the scalability and high availability of the 4G/5G components are provided by Kubernetes. The experiments showed that our proposed scaling algorithm for network slicing managed with SDN guarantees the necessary radio and network resources for end-to-end high availability. MDPI 2021-05-29 /pmc/articles/PMC8198574/ /pubmed/34072301 http://dx.doi.org/10.3390/s21113773 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Botez, Robert
Costa-Requena, Jose
Ivanciu, Iustin-Alexandru
Strautiu, Vlad
Dobrota, Virgil
SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach †
title SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach †
title_full SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach †
title_fullStr SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach †
title_full_unstemmed SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach †
title_short SDN-Based Network Slicing Mechanism for a Scalable 4G/5G Core Network: A Kubernetes Approach †
title_sort sdn-based network slicing mechanism for a scalable 4g/5g core network: a kubernetes approach †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198574/
https://www.ncbi.nlm.nih.gov/pubmed/34072301
http://dx.doi.org/10.3390/s21113773
work_keys_str_mv AT botezrobert sdnbasednetworkslicingmechanismforascalable4g5gcorenetworkakubernetesapproach
AT costarequenajose sdnbasednetworkslicingmechanismforascalable4g5gcorenetworkakubernetesapproach
AT ivanciuiustinalexandru sdnbasednetworkslicingmechanismforascalable4g5gcorenetworkakubernetesapproach
AT strautiuvlad sdnbasednetworkslicingmechanismforascalable4g5gcorenetworkakubernetesapproach
AT dobrotavirgil sdnbasednetworkslicingmechanismforascalable4g5gcorenetworkakubernetesapproach