Joint Diversity and Redundancy for Resilient Service Chain Provisioning

IF 13.8 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Journal on Selected Areas in Communications Pub Date : 2020-04-13 DOI:10.1109/JSAC.2020.2986867
Abdelhamid Alleg, T. Ahmed, M. Mosbah, R. Boutaba
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引用次数: 22

Abstract

Achieving network resiliency in terms of availability, reliability and fault tolerance is a central concern for network designers and operators to achieve business continuity and increase productivity. It is particularly challenging in increasingly virtualized network environments where network services are exposed to both hardware (e.g., bare-metal servers, switches, links, etc.) and software (VNF instances) failures. This increased risk of failures can severely deteriorate the quality of the deployed services and even lead to complete service outages. In this context, deploying services in operational networks often exacerbates the availability problem and requires considering availability of hardware and software components both individually and collectively. A key challenge in this perspective is the additional resources needed to achieve partial or full recovery after failures. In this paper, we propose a joint selective diversity and tailored redundancy mechanism to provision resilient services in an NFV framework. Diversity splits a single VNF into a pool of “N” active instances called replicas while redundancy provides “P” standby ready-to-use instances called backups. Based on an enhanced N+P model, we propose a placement solution of Service Function Chains (SFC) modeled as a Mixed Integer Linear Program (MILP). The proposed solution is designed to meet a target SFC availability level and, at the same time, to reduce the inherent cost due to diversity (overhead) and redundancy (backup resources). We evaluate the efficiency of the proposed solution through numerically and experimentally. Results demonstrate that our solution, not only, improves service resiliency by avoiding complete service outages but can also overcome network resource fragmentation.
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弹性服务链配置的联合多样性和冗余
在可用性、可靠性和容错方面实现网络弹性是网络设计者和运营商实现业务连续性和提高生产力的核心问题。在日益虚拟化的网络环境中,网络服务面临硬件(例如,裸机服务器、交换机、链路等)和软件(VNF实例)故障,这尤其具有挑战性。这种故障风险的增加可能会严重降低已部署服务的质量,甚至导致服务完全中断。在这种情况下,在运营网络中部署服务往往会加剧可用性问题,并需要单独或集体考虑硬件和软件组件的可用性。从这个角度来看,一个关键挑战是在故障后实现部分或全部恢复所需的额外资源。在本文中,我们提出了一种联合选择多样性和定制冗余机制,以在NFV框架中提供弹性服务。多样性将单个VNF拆分为一个由“N”个活动实例组成的池,称为副本,而冗余提供了“P”个备用实例,称为备份。基于一个增强的N+P模型,我们提出了一个服务功能链(SFC)的布局解决方案,该解决方案被建模为一个混合整数线性规划(MILP)。所提出的解决方案旨在满足SFC的目标可用性级别,同时降低由于多样性(开销)和冗余(备份资源)造成的固有成本。我们通过数值和实验评估了所提出的解决方案的效率。结果表明,我们的解决方案不仅通过避免完全服务中断来提高服务弹性,而且还可以克服网络资源碎片问题。
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来源期刊
CiteScore
30.00
自引率
4.30%
发文量
234
审稿时长
6 months
期刊介绍: The IEEE Journal on Selected Areas in Communications (JSAC) is a prestigious journal that covers various topics related to Computer Networks and Communications (Q1) as well as Electrical and Electronic Engineering (Q1). Each issue of JSAC is dedicated to a specific technical topic, providing readers with an up-to-date collection of papers in that area. The journal is highly regarded within the research community and serves as a valuable reference. The topics covered by JSAC issues span the entire field of communications and networking, with recent issue themes including Network Coding for Wireless Communication Networks, Wireless and Pervasive Communications for Healthcare, Network Infrastructure Configuration, Broadband Access Networks: Architectures and Protocols, Body Area Networking: Technology and Applications, Underwater Wireless Communication Networks, Game Theory in Communication Systems, and Exploiting Limited Feedback in Tomorrow’s Communication Networks.
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