服务组合多业务系统路径选择算法的马尔可夫决策过程模型

Liyue Zhu, Zilei Wang, H. Xi
{"title":"服务组合多业务系统路径选择算法的马尔可夫决策过程模型","authors":"Liyue Zhu, Zilei Wang, H. Xi","doi":"10.4156/JCIT.VOL5.ISSUE9.4","DOIUrl":null,"url":null,"abstract":"Services composition can reorganize a variety of heterogeneous network services to form new businesses on the multi-service streaming media system, which can speed up the development and deployment of new services. In this paper, a three layer model is used to describe the service composition in a streaming media system. In order to improve the real-time request response performance, path selection is divided into two steps, the initial paths planning and dynamic path selection. The dynamic path selection behavior is described by using Markov decision processes model. When QoS is guarded, the policy iteration algorithm is adopted to improve the system of the total receipts and to reduce the refuse rate. The simulation results show that the proposed method of service composition improves the performance of the streaming media system.","PeriodicalId":360193,"journal":{"name":"J. Convergence Inf. Technol.","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Markov Decision Process Model for Path Selection Algorithm on Multi-Business System with Services Composition\",\"authors\":\"Liyue Zhu, Zilei Wang, H. Xi\",\"doi\":\"10.4156/JCIT.VOL5.ISSUE9.4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Services composition can reorganize a variety of heterogeneous network services to form new businesses on the multi-service streaming media system, which can speed up the development and deployment of new services. In this paper, a three layer model is used to describe the service composition in a streaming media system. In order to improve the real-time request response performance, path selection is divided into two steps, the initial paths planning and dynamic path selection. The dynamic path selection behavior is described by using Markov decision processes model. When QoS is guarded, the policy iteration algorithm is adopted to improve the system of the total receipts and to reduce the refuse rate. The simulation results show that the proposed method of service composition improves the performance of the streaming media system.\",\"PeriodicalId\":360193,\"journal\":{\"name\":\"J. Convergence Inf. Technol.\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-11-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"J. Convergence Inf. Technol.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4156/JCIT.VOL5.ISSUE9.4\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"J. Convergence Inf. Technol.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4156/JCIT.VOL5.ISSUE9.4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

业务组合可以在多业务流媒体系统上重组各种异构的网络业务,形成新的业务,加快新业务的开发和部署。本文采用三层模型来描述流媒体系统中的服务组成。为了提高实时的请求响应性能,将路径选择分为初始路径规划和动态路径选择两个步骤。利用马尔可夫决策过程模型描述了动态路径选择行为。在QoS受到保护的情况下,采用策略迭代算法,改进接收总量系统,降低拒收率。仿真结果表明,所提出的服务组合方法提高了流媒体系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Markov Decision Process Model for Path Selection Algorithm on Multi-Business System with Services Composition
Services composition can reorganize a variety of heterogeneous network services to form new businesses on the multi-service streaming media system, which can speed up the development and deployment of new services. In this paper, a three layer model is used to describe the service composition in a streaming media system. In order to improve the real-time request response performance, path selection is divided into two steps, the initial paths planning and dynamic path selection. The dynamic path selection behavior is described by using Markov decision processes model. When QoS is guarded, the policy iteration algorithm is adopted to improve the system of the total receipts and to reduce the refuse rate. The simulation results show that the proposed method of service composition improves the performance of the streaming media system.
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