A Fuzzy Algorithm for QoS-Based Routing in MPLS Network

N. Majd, M. Yaghmaee
{"title":"A Fuzzy Algorithm for QoS-Based Routing in MPLS Network","authors":"N. Majd, M. Yaghmaee","doi":"10.1109/APCC.2006.255892","DOIUrl":null,"url":null,"abstract":"The current Internet provides best effort service. In the best effort services the quality of service (QoS) perceived by a user is inconsistent and unpredictable. The QoS based routing provides QoS guarantees to multimedia applications and an efficient utilization of the network resources. The key performance objectives associated with QoS based routing include the aspects that enhance the QoS of traffic streams like minimization of delay, maximization of throughput, minimization of blocking rate. In this paper, we propose a new QoS routing algorithm which uses a fuzzy logic controller to mixed link parameters. As it will be shown, the proposed algorithm has less bandwidth blocking ratio and more throughput than the traditional QoS routing algorithms which use other logics to mix parameters. This heuristic algorithm takes into account three metrics: available bandwidth, propagation delay and packet loss probability. We prove that this algorithm is solvable in polynomial time","PeriodicalId":205758,"journal":{"name":"2006 Asia-Pacific Conference on Communications","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 Asia-Pacific Conference on Communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APCC.2006.255892","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

The current Internet provides best effort service. In the best effort services the quality of service (QoS) perceived by a user is inconsistent and unpredictable. The QoS based routing provides QoS guarantees to multimedia applications and an efficient utilization of the network resources. The key performance objectives associated with QoS based routing include the aspects that enhance the QoS of traffic streams like minimization of delay, maximization of throughput, minimization of blocking rate. In this paper, we propose a new QoS routing algorithm which uses a fuzzy logic controller to mixed link parameters. As it will be shown, the proposed algorithm has less bandwidth blocking ratio and more throughput than the traditional QoS routing algorithms which use other logics to mix parameters. This heuristic algorithm takes into account three metrics: available bandwidth, propagation delay and packet loss probability. We prove that this algorithm is solvable in polynomial time
MPLS网络中基于qos路由的模糊算法
目前的互联网提供的是尽力而为的服务。在最佳努力服务中,用户感知到的服务质量(QoS)是不一致的和不可预测的。基于QoS的路由为多媒体应用提供了QoS保证,有效地利用了网络资源。与基于QoS的路由相关的关键性能目标包括增强流量流的QoS的方面,如延迟最小化、吞吐量最大化、阻塞率最小化。本文提出了一种新的QoS路由算法,该算法使用模糊逻辑控制器来混合链路参数。所提出的算法比传统的QoS路由算法具有更小的带宽阻塞率和更高的吞吐量,而传统的QoS路由算法使用其他逻辑来混合参数。该启发式算法考虑了三个指标:可用带宽、传播延迟和丢包概率。证明了该算法在多项式时间内是可解的
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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