Critical link identification algorithm for power communication networks in SDN architecture

IF 4.1 3区 工程技术 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Bing Fan , Hongtao Tan , Yaqun Li
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引用次数: 1

Abstract

With the maturity of software-defined network (SDN) technology, its application in power communication networks (PCNs) is being introduced. SDN controllers can assign working and backup routes for arriving serve requests and provide one-to-one (1:1) protection, which is crucial for the transmission of power system data with high reliability and delay requirements. For PCNs in SDN architecture, a critical link identification algorithm based on link-related risk (LRR-CLIA), which considers both working and backup routes between nodes, is proposed in this paper. The algorithm calculates link importance to identify critical links by quantifying the impact of links on the network risk on service layer, transport layer, and topology layer. To verify the effectiveness of the LRR-CLIA, we compare the network loss on service layer, transport layer, topology layer, and comprehensive layer with other algorithms after ranking and removing the identified critical links in descending order. In the simulation results, the LRR-CLIA outperforms the other algorithms by an average of 39.5% and 51.77% in the small PCN and medium-scale PCN respectively, which shows that the LRR-CLIA can identify the critical links more effectively and accurately in PCNs whose services have both working and backup paths.

SDN架构下电力通信网络关键链路识别算法
随着软件定义网络(SDN)技术的成熟,介绍了它在电力通信网络(PCN)中的应用。SDN控制器可以为到达的服务请求分配工作和备份路由,并提供一对一(1:1)保护,这对于具有高可靠性和延迟要求的电力系统数据传输至关重要。针对SDN体系结构中的PCN,本文提出了一种基于链路相关风险的关键链路识别算法(LRR-CLIA),该算法同时考虑了节点之间的工作和备份路由。该算法通过量化链路对服务层、传输层和拓扑层网络风险的影响来计算链路重要性,以识别关键链路。为了验证LRR-CLIA的有效性,我们将已识别的关键链路按降序排序和删除后,在服务层、传输层、拓扑层和综合层上的网络损耗与其他算法进行了比较。在仿真结果中,LRR-CLIA在小型PCN和中型PCN中的平均性能分别比其他算法高39.5%和51.77%,这表明在服务既有工作路径又有备份路径的PCN中,LRR-CLIA可以更有效、准确地识别关键链路。
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来源期刊
International Journal of Critical Infrastructure Protection
International Journal of Critical Infrastructure Protection COMPUTER SCIENCE, INFORMATION SYSTEMS-ENGINEERING, MULTIDISCIPLINARY
CiteScore
8.90
自引率
5.60%
发文量
46
审稿时长
>12 weeks
期刊介绍: The International Journal of Critical Infrastructure Protection (IJCIP) was launched in 2008, with the primary aim of publishing scholarly papers of the highest quality in all areas of critical infrastructure protection. Of particular interest are articles that weave science, technology, law and policy to craft sophisticated yet practical solutions for securing assets in the various critical infrastructure sectors. These critical infrastructure sectors include: information technology, telecommunications, energy, banking and finance, transportation systems, chemicals, critical manufacturing, agriculture and food, defense industrial base, public health and health care, national monuments and icons, drinking water and water treatment systems, commercial facilities, dams, emergency services, nuclear reactors, materials and waste, postal and shipping, and government facilities. Protecting and ensuring the continuity of operation of critical infrastructure assets are vital to national security, public health and safety, economic vitality, and societal wellbeing. The scope of the journal includes, but is not limited to: 1. Analysis of security challenges that are unique or common to the various infrastructure sectors. 2. Identification of core security principles and techniques that can be applied to critical infrastructure protection. 3. Elucidation of the dependencies and interdependencies existing between infrastructure sectors and techniques for mitigating the devastating effects of cascading failures. 4. Creation of sophisticated, yet practical, solutions, for critical infrastructure protection that involve mathematical, scientific and engineering techniques, economic and social science methods, and/or legal and public policy constructs.
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