针对多链路攻击寻找鲁棒和可持续网络流的算法

Jean-François Baffier, Vorapong Suppakitpaisarn
{"title":"针对多链路攻击寻找鲁棒和可持续网络流的算法","authors":"Jean-François Baffier, Vorapong Suppakitpaisarn","doi":"10.1109/RNDM.2015.7325237","DOIUrl":null,"url":null,"abstract":"This work improves algorithms for finding network flows both sustainable and robust against multilink-attack (MLA). It brings out the relationship between sustainability (flow solution before attack known as MLA-reliable flow) and robustness (flow value after attack known as MLA-robust flow). Both problems are known to be NP-hard. However, exact polynomial time algorithms exist for certain categories of network. It includes the Extended Multiroute Flow (EMRF) algorithm that exhibits a solution to both MLA-robust and MLA-reliable flows. The class of networks solved by EMRF is extended here by using a capacity differentiation method. Although, the previous best-known approximation algorithm to both problems is the naturally robust and sustainable multiroute flow algorithm. A deeper analysis of EMRF an MLA problems leads to new methods to find tighter upper and lower bounds. The success rate of EMRF and the quality of the approximation is evaluated on practical networks as complex networks or grids.","PeriodicalId":248916,"journal":{"name":"2015 7th International Workshop on Reliable Networks Design and Modeling (RNDM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Algorithms for finding robust and sustainable network flows against multilink-attack\",\"authors\":\"Jean-François Baffier, Vorapong Suppakitpaisarn\",\"doi\":\"10.1109/RNDM.2015.7325237\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work improves algorithms for finding network flows both sustainable and robust against multilink-attack (MLA). It brings out the relationship between sustainability (flow solution before attack known as MLA-reliable flow) and robustness (flow value after attack known as MLA-robust flow). Both problems are known to be NP-hard. However, exact polynomial time algorithms exist for certain categories of network. It includes the Extended Multiroute Flow (EMRF) algorithm that exhibits a solution to both MLA-robust and MLA-reliable flows. The class of networks solved by EMRF is extended here by using a capacity differentiation method. Although, the previous best-known approximation algorithm to both problems is the naturally robust and sustainable multiroute flow algorithm. A deeper analysis of EMRF an MLA problems leads to new methods to find tighter upper and lower bounds. The success rate of EMRF and the quality of the approximation is evaluated on practical networks as complex networks or grids.\",\"PeriodicalId\":248916,\"journal\":{\"name\":\"2015 7th International Workshop on Reliable Networks Design and Modeling (RNDM)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-11-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 7th International Workshop on Reliable Networks Design and Modeling (RNDM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RNDM.2015.7325237\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 7th International Workshop on Reliable Networks Design and Modeling (RNDM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RNDM.2015.7325237","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

这项工作改进了针对多链路攻击(MLA)寻找可持续和鲁棒网络流的算法。提出了可持续性(攻击前的流量解,称为mla -可靠流)与鲁棒性(攻击后的流量值,称为mla -鲁棒流)之间的关系。这两个问题都是np困难的。然而,对于某些类型的网络,存在精确的多项式时间算法。它包括扩展多路由流(EMRF)算法,该算法展示了一种解决mla鲁棒和mla可靠流的方法。本文采用容量微分法对EMRF求解的网络进行了扩展。虽然,之前最著名的逼近算法这两个问题是自然鲁棒和可持续多路由流算法。对EMRF和MLA问题的深入分析导致了寻找更紧密上界和下界的新方法。在实际网络(如复杂网络或网格)上评估了EMRF的成功率和逼近质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algorithms for finding robust and sustainable network flows against multilink-attack
This work improves algorithms for finding network flows both sustainable and robust against multilink-attack (MLA). It brings out the relationship between sustainability (flow solution before attack known as MLA-reliable flow) and robustness (flow value after attack known as MLA-robust flow). Both problems are known to be NP-hard. However, exact polynomial time algorithms exist for certain categories of network. It includes the Extended Multiroute Flow (EMRF) algorithm that exhibits a solution to both MLA-robust and MLA-reliable flows. The class of networks solved by EMRF is extended here by using a capacity differentiation method. Although, the previous best-known approximation algorithm to both problems is the naturally robust and sustainable multiroute flow algorithm. A deeper analysis of EMRF an MLA problems leads to new methods to find tighter upper and lower bounds. The success rate of EMRF and the quality of the approximation is evaluated on practical networks as complex networks or grids.
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:604180095
Book学术官方微信