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Slice Management for Quality of Service Differentiation in Wireless Network Slicing

Network slicing is a technology that virtualizes a single infrastructure into multiple logical networks (called slices) where resources or virtualized functions can be flexibly configured by demands of applications to satisfy their quality of service (QoS) requirements. Generally, to provide the gua...

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Autores principales: An, Namwon, Kim, Yonggang, Park, Juman, Kwon, Dae-Hoon, Lim, Hyuk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6630757/
https://www.ncbi.nlm.nih.gov/pubmed/31248088
http://dx.doi.org/10.3390/s19122745
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author An, Namwon
Kim, Yonggang
Park, Juman
Kwon, Dae-Hoon
Lim, Hyuk
author_facet An, Namwon
Kim, Yonggang
Park, Juman
Kwon, Dae-Hoon
Lim, Hyuk
author_sort An, Namwon
collection PubMed
description Network slicing is a technology that virtualizes a single infrastructure into multiple logical networks (called slices) where resources or virtualized functions can be flexibly configured by demands of applications to satisfy their quality of service (QoS) requirements. Generally, to provide the guaranteed QoS in applications, resources of slices are isolated. In wired networks, this resource isolation is enabled by allocating dedicated data bandwidths to slices. However, in wireless networks, resource isolation may be challenging because the interference between links affects the actual bandwidths of slices and degrades their QoS. In this paper, we propose a slice management scheme that mitigates the interference imposed on each slice according to their priorities by determining routes of flows with a different routing policy. Traffic flows in the slice with the highest priority are routed into shortest paths. In each lower-priority slice, the routing of traffic flows is conducted while minimizing a weighted summation of interference to other slices. Since higher-priority slices have higher interference weights, they receive lower interference from other slices. As a result, the QoS of slices is differentiated according to their priorities while the interference imposed on slices is reduced. We compared the proposed slice management scheme with a naïve slice management (NSM) method that differentiates QoS among slices by priority queuing. We conducted some simulations and the simulation results show that our proposed management scheme not only differentiates the QoS of slices according to their priorities but also enhances the average throughput and delay performance of slices remarkably compared to that of the NSM method. The simulations were conducted in grid network topologies with 16 and 100 nodes and a random network topology with 200 nodes. Simulation results indicate that the proposed slice management increased the average throughput of slices up to 6%, 13%, and 7% and reduced the average delay of slices up to 14%, 15%, and 11% in comparison with the NSM method.
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spelling pubmed-66307572019-08-19 Slice Management for Quality of Service Differentiation in Wireless Network Slicing An, Namwon Kim, Yonggang Park, Juman Kwon, Dae-Hoon Lim, Hyuk Sensors (Basel) Article Network slicing is a technology that virtualizes a single infrastructure into multiple logical networks (called slices) where resources or virtualized functions can be flexibly configured by demands of applications to satisfy their quality of service (QoS) requirements. Generally, to provide the guaranteed QoS in applications, resources of slices are isolated. In wired networks, this resource isolation is enabled by allocating dedicated data bandwidths to slices. However, in wireless networks, resource isolation may be challenging because the interference between links affects the actual bandwidths of slices and degrades their QoS. In this paper, we propose a slice management scheme that mitigates the interference imposed on each slice according to their priorities by determining routes of flows with a different routing policy. Traffic flows in the slice with the highest priority are routed into shortest paths. In each lower-priority slice, the routing of traffic flows is conducted while minimizing a weighted summation of interference to other slices. Since higher-priority slices have higher interference weights, they receive lower interference from other slices. As a result, the QoS of slices is differentiated according to their priorities while the interference imposed on slices is reduced. We compared the proposed slice management scheme with a naïve slice management (NSM) method that differentiates QoS among slices by priority queuing. We conducted some simulations and the simulation results show that our proposed management scheme not only differentiates the QoS of slices according to their priorities but also enhances the average throughput and delay performance of slices remarkably compared to that of the NSM method. The simulations were conducted in grid network topologies with 16 and 100 nodes and a random network topology with 200 nodes. Simulation results indicate that the proposed slice management increased the average throughput of slices up to 6%, 13%, and 7% and reduced the average delay of slices up to 14%, 15%, and 11% in comparison with the NSM method. MDPI 2019-06-19 /pmc/articles/PMC6630757/ /pubmed/31248088 http://dx.doi.org/10.3390/s19122745 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
An, Namwon
Kim, Yonggang
Park, Juman
Kwon, Dae-Hoon
Lim, Hyuk
Slice Management for Quality of Service Differentiation in Wireless Network Slicing
title Slice Management for Quality of Service Differentiation in Wireless Network Slicing
title_full Slice Management for Quality of Service Differentiation in Wireless Network Slicing
title_fullStr Slice Management for Quality of Service Differentiation in Wireless Network Slicing
title_full_unstemmed Slice Management for Quality of Service Differentiation in Wireless Network Slicing
title_short Slice Management for Quality of Service Differentiation in Wireless Network Slicing
title_sort slice management for quality of service differentiation in wireless network slicing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6630757/
https://www.ncbi.nlm.nih.gov/pubmed/31248088
http://dx.doi.org/10.3390/s19122745
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