A cost-effective and load-balanced controller placement method in software-defined networks

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Network Management Pub Date : 2022-03-17 DOI:10.1002/nem.2199
Mili Dhar, Bidyut K. Bhattacharyya, Mrinal Kanti Debbarma, Swapan Debbarma
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引用次数: 1

Abstract

A network incorporates nodes, and each node can communicate with each other through some links. An efficient way to maintain the communication between nodes is to divide a network into several subnetworks, called clusters. We have developed a new clustering algorithm and applied our method for the controller placement in software-defined networks (SDNs). Placing a controller in its appropriate location by balancing the loads and optimizing the latency even in case of a failure scenario becomes a challenging task. Thus, we have proposed a multi-controller placement algorithm that can minimize the average (Sw-Co) latency in such a way that the network switches are fairly distributed over clusters. This distribution helps to balance loads of switches among controllers even in the case of a controller failure scenario. We have also simulated three other existing algorithms for comparison. Experiment results show that our algorithm is a cost-effective solution as compared with other existing algorithms. We have also shown that our proposed method balanced loads of switches between controllers in a SDN network and generates lower average (Sw-Co) latency with and without a controller failure.

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软件定义网络中一种经济有效且负载均衡的控制器布置方法
网络由节点组成,每个节点可以通过一些链路相互通信。维护节点间通信的一种有效方法是将网络划分为若干个子网络,称为集群。我们开发了一种新的聚类算法,并将我们的方法应用于软件定义网络(sdn)中的控制器放置。即使在出现故障的情况下,通过平衡负载和优化延迟来将控制器放置在适当的位置成为一项具有挑战性的任务。因此,我们提出了一种多控制器放置算法,该算法可以最小化平均(Sw-Co)延迟,从而使网络交换机在集群上公平分布。即使在控制器发生故障的情况下,这种分布也有助于平衡控制器之间的交换机负载。我们还模拟了另外三种现有算法进行比较。实验结果表明,与现有算法相比,该算法具有较高的性价比。我们还表明,我们提出的方法可以平衡SDN网络中控制器之间的交换机负载,并在控制器故障和不故障的情况下产生更低的平均(Sw-Co)延迟。
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来源期刊
International Journal of Network Management
International Journal of Network Management COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
5.10
自引率
6.70%
发文量
25
审稿时长
>12 weeks
期刊介绍: Modern computer networks and communication systems are increasing in size, scope, and heterogeneity. The promise of a single end-to-end technology has not been realized and likely never will occur. The decreasing cost of bandwidth is increasing the possible applications of computer networks and communication systems to entirely new domains. Problems in integrating heterogeneous wired and wireless technologies, ensuring security and quality of service, and reliably operating large-scale systems including the inclusion of cloud computing have all emerged as important topics. The one constant is the need for network management. Challenges in network management have never been greater than they are today. The International Journal of Network Management is the forum for researchers, developers, and practitioners in network management to present their work to an international audience. The journal is dedicated to the dissemination of information, which will enable improved management, operation, and maintenance of computer networks and communication systems. The journal is peer reviewed and publishes original papers (both theoretical and experimental) by leading researchers, practitioners, and consultants from universities, research laboratories, and companies around the world. Issues with thematic or guest-edited special topics typically occur several times per year. Topic areas for the journal are largely defined by the taxonomy for network and service management developed by IFIP WG6.6, together with IEEE-CNOM, the IRTF-NMRG and the Emanics Network of Excellence.
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