基于QoS关联的多约束最优路径服务组合算法

Jian Yu, Zhi-dan Lin, Qiong Yu, Xuesu Xiao
{"title":"基于QoS关联的多约束最优路径服务组合算法","authors":"Jian Yu, Zhi-dan Lin, Qiong Yu, Xuesu Xiao","doi":"10.1109/ITME53901.2021.00034","DOIUrl":null,"url":null,"abstract":"With the development of network service integration, in order to obtain a better quality of service (QoS) guarantee, aiming at the characteristics of integrated network service composition and correlation, this paper proposes a QoS correlation-based service composition (QCSC) approximate algorithm based on multi-constraint optimal path selection (MCOPS). It analyses the QoS correlation criteria, correlation ratios, and Skyline algorithms to calculate the optimal path by dynamic programming, record the path nodes, and obtain the optimal service composition path that meets the user's demand. Simulation results demonstrate the good performance of the proposed algorithm in both the average calculation time and the solution path quality. Accordingly, it can meet the QCSC requirements in the cloud environment.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"62 1","pages":"117-121"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"QoS Correlation-based Service Composition Algorithm for Multi-constraint Optimal Path\",\"authors\":\"Jian Yu, Zhi-dan Lin, Qiong Yu, Xuesu Xiao\",\"doi\":\"10.1109/ITME53901.2021.00034\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the development of network service integration, in order to obtain a better quality of service (QoS) guarantee, aiming at the characteristics of integrated network service composition and correlation, this paper proposes a QoS correlation-based service composition (QCSC) approximate algorithm based on multi-constraint optimal path selection (MCOPS). It analyses the QoS correlation criteria, correlation ratios, and Skyline algorithms to calculate the optimal path by dynamic programming, record the path nodes, and obtain the optimal service composition path that meets the user's demand. Simulation results demonstrate the good performance of the proposed algorithm in both the average calculation time and the solution path quality. Accordingly, it can meet the QCSC requirements in the cloud environment.\",\"PeriodicalId\":6774,\"journal\":{\"name\":\"2021 11th International Conference on Information Technology in Medicine and Education (ITME)\",\"volume\":\"62 1\",\"pages\":\"117-121\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 11th International Conference on Information Technology in Medicine and Education (ITME)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITME53901.2021.00034\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITME53901.2021.00034","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

随着网络业务集成的发展,为了获得更好的服务质量(QoS)保证,针对集成网络业务组合和关联的特点,提出了一种基于多约束最优路径选择(MCOPS)的基于QoS关联的服务组合(QCSC)近似算法。分析QoS相关准则、相关比、Skyline算法,通过动态规划计算出最优路径,记录路径节点,得到满足用户需求的最优业务组合路径。仿真结果表明,该算法在平均计算时间和求解路径质量方面都具有良好的性能。因此可以满足云环境下的QCSC要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
QoS Correlation-based Service Composition Algorithm for Multi-constraint Optimal Path
With the development of network service integration, in order to obtain a better quality of service (QoS) guarantee, aiming at the characteristics of integrated network service composition and correlation, this paper proposes a QoS correlation-based service composition (QCSC) approximate algorithm based on multi-constraint optimal path selection (MCOPS). It analyses the QoS correlation criteria, correlation ratios, and Skyline algorithms to calculate the optimal path by dynamic programming, record the path nodes, and obtain the optimal service composition path that meets the user's demand. Simulation results demonstrate the good performance of the proposed algorithm in both the average calculation time and the solution path quality. Accordingly, it can meet the QCSC requirements in the cloud environment.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信