Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks

Software-defined network (SDN) is a new paradigm that decouples the control plane and data plane. This offered a more flexible way to efficiently manage the network. However, the in-creasing number of traffics due to the proliferation of the Internet of Things (IoT) devices also in-crease the number...

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Main Authors: Isyaku, Babangida, Abu Bakar, Kamalrulnizam, Mohd. Zahid, Mohd. Soperi, Alkhammash, Eman H., Saeed, Faisal, Ghaleb, Fuad A.
Format: Article
Language:English
Published: MDPI 2021
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Online Access:http://eprints.utm.my/id/eprint/94799/1/KamalrulnizamAbu2021_RoutePathSelectionOptimization.pdf
http://eprints.utm.my/id/eprint/94799/
http://dx.doi.org/10.3390/app11199100
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spelling my.utm.947992022-04-29T22:27:12Z http://eprints.utm.my/id/eprint/94799/ Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks Isyaku, Babangida Abu Bakar, Kamalrulnizam Mohd. Zahid, Mohd. Soperi Alkhammash, Eman H. Saeed, Faisal Ghaleb, Fuad A. QA75 Electronic computers. Computer science Software-defined network (SDN) is a new paradigm that decouples the control plane and data plane. This offered a more flexible way to efficiently manage the network. However, the in-creasing number of traffics due to the proliferation of the Internet of Things (IoT) devices also in-crease the number of flow arrival which in turn causes flow rules to change more often, and simi-larly, path setup requests increased. These events required route path computation activities to take place immediately to cope with the new network changes. Searching for an optimal route might be costly in terms of the time required to calculate a new path and update the corresponding switches. However, the current path selection schemes considered only single routing metrics either link or switch operation. Incorporating link quality and switch’s role during path selection decisions have not been considered. This paper proposed Route Path Selection Optimization (RPSO) with multi-constraint. RPSO introduced joint parameters based on link and switches such as Link Latency (LL), Link Delivery Ratio (LDR), and Critical Switch Frequency Score (CWFscore). These metrics encour-age path selection with better link quality and a minimal number of critical switches. The experimental results show that the proposed scheme reduced path stretch by 37%, path setup latency by 73% thereby improving throughput by 55.73%, and packet delivery ratio by 12.5% compared to the baseline work. MDPI 2021-10-01 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/94799/1/KamalrulnizamAbu2021_RoutePathSelectionOptimization.pdf Isyaku, Babangida and Abu Bakar, Kamalrulnizam and Mohd. Zahid, Mohd. Soperi and Alkhammash, Eman H. and Saeed, Faisal and Ghaleb, Fuad A. (2021) Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks. Applied Sciences (Switzerland), 11 (19). pp. 1-17. ISSN 2076-3417 http://dx.doi.org/10.3390/app11199100 DOI:10.3390/app11199100
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Isyaku, Babangida
Abu Bakar, Kamalrulnizam
Mohd. Zahid, Mohd. Soperi
Alkhammash, Eman H.
Saeed, Faisal
Ghaleb, Fuad A.
Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks
description Software-defined network (SDN) is a new paradigm that decouples the control plane and data plane. This offered a more flexible way to efficiently manage the network. However, the in-creasing number of traffics due to the proliferation of the Internet of Things (IoT) devices also in-crease the number of flow arrival which in turn causes flow rules to change more often, and simi-larly, path setup requests increased. These events required route path computation activities to take place immediately to cope with the new network changes. Searching for an optimal route might be costly in terms of the time required to calculate a new path and update the corresponding switches. However, the current path selection schemes considered only single routing metrics either link or switch operation. Incorporating link quality and switch’s role during path selection decisions have not been considered. This paper proposed Route Path Selection Optimization (RPSO) with multi-constraint. RPSO introduced joint parameters based on link and switches such as Link Latency (LL), Link Delivery Ratio (LDR), and Critical Switch Frequency Score (CWFscore). These metrics encour-age path selection with better link quality and a minimal number of critical switches. The experimental results show that the proposed scheme reduced path stretch by 37%, path setup latency by 73% thereby improving throughput by 55.73%, and packet delivery ratio by 12.5% compared to the baseline work.
format Article
author Isyaku, Babangida
Abu Bakar, Kamalrulnizam
Mohd. Zahid, Mohd. Soperi
Alkhammash, Eman H.
Saeed, Faisal
Ghaleb, Fuad A.
author_facet Isyaku, Babangida
Abu Bakar, Kamalrulnizam
Mohd. Zahid, Mohd. Soperi
Alkhammash, Eman H.
Saeed, Faisal
Ghaleb, Fuad A.
author_sort Isyaku, Babangida
title Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks
title_short Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks
title_full Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks
title_fullStr Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks
title_full_unstemmed Route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks
title_sort route path selection optimization scheme based link quality estimation and critical switch awareness for software defined networks
publisher MDPI
publishDate 2021
url http://eprints.utm.my/id/eprint/94799/1/KamalrulnizamAbu2021_RoutePathSelectionOptimization.pdf
http://eprints.utm.my/id/eprint/94799/
http://dx.doi.org/10.3390/app11199100
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score 13.18916