Evaluation of Security Situation of Communication Network Nodes Based on Grey Correlation Model

Rui Wang, Yaguang Xu
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引用次数: 1

Abstract

In order to improve the security of low-latency cluster dispatching communication network nodes, this paper proposes a security situation assessment method of low-latency cluster dispatching communication network nodes based on grey relational model. The security situation assessment model of low-delay cluster scheduling communication network nodes is constructed, and the comprehensive risk index is introduced as the three-layer assessment index of low-delay cluster scheduling communication network nodes. Based on the analysis of load loss probability and expected response characteristics of insufficient packet loss load in communication transmission, the reliability index calculation system of low-delay cluster scheduling communication network node scheduling is established. By introducing expected load reduction parameters, the frequency characteristics of node scheduling security in low-delay cluster scheduling communication network are monitored. Based on the average sustained risk index evaluation of load reduction, the security permission conditions of node scheduling in low-delay cluster scheduling communication network are established. The network transmission load control is carried out by using grey correlation scheduling model. The node control model of low-delay cluster scheduling communication network is constructed by combining risk assessment and load parameter detection. The learning control of node security situation assessment is realized by using Cyber-net and unsupervised learning methods. The node security situation assessment of low-delay cluster scheduling communication network nodes is realized through access and decentralized scheduling. Tests show that this method has high accuracy in evaluating the security situation of nodes in low-delay cluster dispatching communication networks, and has strong completeness and reliability in grid-connected control of communication networks.
基于灰色关联模型的通信网络节点安全状态评价
为了提高低时延集群调度通信网络节点的安全性,本文提出了一种基于灰色关联模型的低时延集群调度通信网络节点安全态势评估方法。构建了低延迟集群调度通信网络节点安全态势评估模型,引入综合风险指标作为低延迟集群调度通信网络节点的三层评估指标。在分析通信传输中丢包负荷不足时的丢包概率和期望响应特性的基础上,建立了低延迟集群调度通信网络节点调度的可靠性指标计算体系。通过引入期望负载减少参数,对低延迟集群调度通信网络中节点调度安全的频率特性进行了监测。基于减载的平均持续风险指标评价,建立了低延迟集群调度通信网络中节点调度的安全权限条件。采用灰色关联调度模型对网络传输负荷进行控制。将风险评估与负荷参数检测相结合,构建了低延迟集群调度通信网络的节点控制模型。采用Cyber-net和无监督学习方法,实现了节点安全态势评估的学习控制。通过接入和分散调度,实现了低时延集群调度通信网络节点的节点安全态势评估。试验表明,该方法对低时延集群调度通信网络中节点的安全状况评估具有较高的准确性,对通信网络并网控制具有较强的完备性和可靠性。
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