用于服务功能链组合的可伸缩元启发式算法

Juliver Gil-Herrera, J. F. Botero
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引用次数: 17

摘要

网络功能虚拟化(Network Functions Virtualization, NFV)是一种新的网络范例,在科学界和电信行业都得到了大力推广,其中防火墙、负载平衡器、网关等网络功能(NFs)被虚拟化,与中间盒隔离,并安装在一个或多个行业标准计算节点上。服务提供商在尝试部署基于nfv的网络时面临的主要挑战之一是有效地利用底层网络资源,以动态和可扩展的方式促进网络服务的设计、交付和运营。这个挑战被称为NFV资源分配。业务功能链(SFC)的构成是NFV资源分配问题的第一阶段,本文对其进行了解决。我们以NFs形式定义了服务请求(vnfr),并提出了一种元启发式算法来解决SFC组合阶段。我们的评估主要侧重于最小化构建网络服务所需的总带宽。结果表明,我们提出的方法适用于大型和复杂的vnfr,并在合理的运行时间内以最小的带宽需求找到接近最优的解决方案。
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A scalable metaheuristic for service function chain composition
Network Functions Virtualization (NFV) is a new network paradigm that has been strongly promoted from both scientific community and telecom industry, where network functions (NFs) such as firewalls, load balancers, gateways among others, are virtualized, isolated from middleboxes and housed on one or more industry standard computing nodes. One of the main challenges for service providers when they try to deploy the NFV-based networks is to efficiently make use of substrate network resources to facilitate the design, delivery and operation of network services in a dynamic and scalable manner. This challenge is known as NFV Resource Allocation. Service Function Chain (SFC) composition is the first stage of the NFV Resource Allocation problem and we solve it in this paper. We formally define the service requests (VNFRs) in terms of NFs and propose a metaheuristic algorithm for solving the SFC composition stage. Our evaluation focuses primarily on minimizing the total bandwidth demanded by the constructed network service. The results show that our proposed approach is applicable to large and complex VNFRs and finds, in reasonable running times, close-to-optimal solutions with minimal bandwidth requirements.
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