Deploying Disaster-Resilient Service Function Chains Using Adaptive Multi-Path Routing

IF 4.7 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Mohamed Abderrahmane Madani;Fen Zhou;Ahmed Meddahi
{"title":"Deploying Disaster-Resilient Service Function Chains Using Adaptive Multi-Path Routing","authors":"Mohamed Abderrahmane Madani;Fen Zhou;Ahmed Meddahi","doi":"10.1109/TNSM.2024.3520392","DOIUrl":null,"url":null,"abstract":"Network Function Virtualization (NFV) is a new technology that deploys network services and functions as software components in data centers and cloud environments. One of its key applications is Service Function Chain (SFC), which chains a set of Virtual Network Functions (VNFs) in a specific order to deliver a desired service. However, deploying NFV and SFC networks faces challenges, particularly in terms of disaster resiliency. This encompasses natural disasters and hardware failures, which can disrupt network operations and lead to service interruption or degradation across an entire disaster zone (DZ). Therefore, designing NFV and SFC networks that can withstand disasters while providing high levels of service availability and reliability is important. This paper presents a new method for protecting SFCs using adaptive multi-path routing. The proposed Multi-path Protection (MP) method has the advantage of reducing the amount of reserved bandwidth on backup paths by distributing SFC traffic over multiple DZ-disjoint working paths. The problem being addressed involves VNFs placement, routing SFCs, and implementing protection mechanisms. The objective is to minimize network resource consumption, including both the bandwidth used by request routing paths and the computing resources for VNF execution. To solve this multi-dimensional optimization problem, a path-adaptive and flow-based integer linear program (ILP) is proposed to provide the optimal solution in sall-size network settings. We also propose a heuristic approach that offers the near-optimal solution in a time-efficient way. Comprehensive simulation results show that the proposed MP strategy outperforms traditional Dedicated Protection (DP) in terms of bandwidth and processing resource consumption, resulting in a significant gain up to 20%.","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":"22 2","pages":"1825-1840"},"PeriodicalIF":4.7000,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Network and Service Management","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10807266/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Network Function Virtualization (NFV) is a new technology that deploys network services and functions as software components in data centers and cloud environments. One of its key applications is Service Function Chain (SFC), which chains a set of Virtual Network Functions (VNFs) in a specific order to deliver a desired service. However, deploying NFV and SFC networks faces challenges, particularly in terms of disaster resiliency. This encompasses natural disasters and hardware failures, which can disrupt network operations and lead to service interruption or degradation across an entire disaster zone (DZ). Therefore, designing NFV and SFC networks that can withstand disasters while providing high levels of service availability and reliability is important. This paper presents a new method for protecting SFCs using adaptive multi-path routing. The proposed Multi-path Protection (MP) method has the advantage of reducing the amount of reserved bandwidth on backup paths by distributing SFC traffic over multiple DZ-disjoint working paths. The problem being addressed involves VNFs placement, routing SFCs, and implementing protection mechanisms. The objective is to minimize network resource consumption, including both the bandwidth used by request routing paths and the computing resources for VNF execution. To solve this multi-dimensional optimization problem, a path-adaptive and flow-based integer linear program (ILP) is proposed to provide the optimal solution in sall-size network settings. We also propose a heuristic approach that offers the near-optimal solution in a time-efficient way. Comprehensive simulation results show that the proposed MP strategy outperforms traditional Dedicated Protection (DP) in terms of bandwidth and processing resource consumption, resulting in a significant gain up to 20%.
使用自适应多路径路由部署容灾业务功能链
NFV (Network Function Virtualization)是一种将网络服务作为软件组件部署在数据中心和云环境中的新技术。它的关键应用之一是业务功能链(SFC),它将一组虚拟网络功能(VNFs)按特定顺序链接起来,以提供所需的服务。然而,部署NFV和SFC网络面临着挑战,特别是在灾难恢复方面。这包括自然灾害和硬件故障,这可能会破坏网络操作,并导致整个灾区(DZ)的服务中断或降级。因此,设计能够承受灾难,同时提供高水平服务可用性和可靠性的NFV和SFC网络非常重要。本文提出了一种利用自适应多径路由保护sfc的新方法。所提出的多路径保护(MP)方法通过将SFC流量分配到多条dz不相交的工作路径上,减少了备份路径上保留的带宽量。要解决的问题涉及VNFs放置、sfc路由和实现保护机制。目标是最小化网络资源消耗,包括请求路由路径使用的带宽和VNF执行的计算资源。为了解决这一多维优化问题,提出了一种基于路径自适应和流的整数线性规划(ILP),以提供小网络环境下的最优解。我们还提出了一种启发式方法,以一种省时的方式提供接近最优的解决方案。综合仿真结果表明,所提出的MP策略在带宽和处理资源消耗方面优于传统的DP (Dedicated Protection)策略,可获得高达20%的显著增益。
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
IEEE Transactions on Network and Service Management
IEEE Transactions on Network and Service Management Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
15.10%
发文量
325
期刊介绍: IEEE Transactions on Network and Service Management will publish (online only) peerreviewed archival quality papers that advance the state-of-the-art and practical applications of network and service management. Theoretical research contributions (presenting new concepts and techniques) and applied contributions (reporting on experiences and experiments with actual systems) will be encouraged. These transactions will focus on the key technical issues related to: Management Models, Architectures and Frameworks; Service Provisioning, Reliability and Quality Assurance; Management Functions; Enabling Technologies; Information and Communication Models; Policies; Applications and Case Studies; Emerging Technologies and Standards.
×
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