SDN based network resource selection multi-objective optimization algorithm

For the problem of coexistence of different resource utility objectives and mutual influence of resource selection strategies in the complex structure of software-defined network (SDN),an SDN based network resource selection multi-objective optimization algorithm was proposed.The optimization goals...

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Main Authors: Nan BAO, Jiakuo ZUO, Han HU, Xu BAO
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2019-02-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019031/
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author Nan BAO
Jiakuo ZUO
Han HU
Xu BAO
author_facet Nan BAO
Jiakuo ZUO
Han HU
Xu BAO
author_sort Nan BAO
collection DOAJ
description For the problem of coexistence of different resource utility objectives and mutual influence of resource selection strategies in the complex structure of software-defined network (SDN),an SDN based network resource selection multi-objective optimization algorithm was proposed.The optimization goals of resource providers and clients were taken into account in the algorithm,and a resource selection multi-objective optimization model was constructed.The model was further solved by the reference vector based multi-objective optimization algorithm.Simulation results show that compared with other algorithms,the proposed algorithm could quickly converge to the uniformly distributed non-inferior solution set,and balance the optimization objects of multi-party in SDN based resource access management.
format Article
id doaj-art-c8882153869f4adf9f08fd41fe1ef038
institution Kabale University
issn 1000-436X
language zho
publishDate 2019-02-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-c8882153869f4adf9f08fd41fe1ef0382025-01-14T07:16:17ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2019-02-0140515959725014SDN based network resource selection multi-objective optimization algorithmNan BAOJiakuo ZUOHan HUXu BAOFor the problem of coexistence of different resource utility objectives and mutual influence of resource selection strategies in the complex structure of software-defined network (SDN),an SDN based network resource selection multi-objective optimization algorithm was proposed.The optimization goals of resource providers and clients were taken into account in the algorithm,and a resource selection multi-objective optimization model was constructed.The model was further solved by the reference vector based multi-objective optimization algorithm.Simulation results show that compared with other algorithms,the proposed algorithm could quickly converge to the uniformly distributed non-inferior solution set,and balance the optimization objects of multi-party in SDN based resource access management.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019031/software-defined networknetwork resource selectionmulti-objective optimizationreference vector
spellingShingle Nan BAO
Jiakuo ZUO
Han HU
Xu BAO
SDN based network resource selection multi-objective optimization algorithm
Tongxin xuebao
software-defined network
network resource selection
multi-objective optimization
reference vector
title SDN based network resource selection multi-objective optimization algorithm
title_full SDN based network resource selection multi-objective optimization algorithm
title_fullStr SDN based network resource selection multi-objective optimization algorithm
title_full_unstemmed SDN based network resource selection multi-objective optimization algorithm
title_short SDN based network resource selection multi-objective optimization algorithm
title_sort sdn based network resource selection multi objective optimization algorithm
topic software-defined network
network resource selection
multi-objective optimization
reference vector
url http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019031/
work_keys_str_mv AT nanbao sdnbasednetworkresourceselectionmultiobjectiveoptimizationalgorithm
AT jiakuozuo sdnbasednetworkresourceselectionmultiobjectiveoptimizationalgorithm
AT hanhu sdnbasednetworkresourceselectionmultiobjectiveoptimizationalgorithm
AT xubao sdnbasednetworkresourceselectionmultiobjectiveoptimizationalgorithm