Forming the Telecommunication Networks’ Cross-Sections to Analyze the Latter Stability with Different Connectivity Measures

IF 1.9 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
A. Batenkov, K. Batenkov, A. Fokin
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引用次数: 0

Abstract

The problem of stability analysis and its components of reliability and survivability is quite popular both in the field of telecommunications and in other industries involved in the development and operation of complex networks. The most suitable network model for this type of problem is a model that uses the postulates of graph theory. At the same time, the assumption of the random nature of failures of individual links of the telecommunications network allows it to be considered in the form of a generalized Erdos–Renyi model. It is well known that the probability of failure of elements can be interpreted in the form of a readiness coefficient and an operational readiness coefficient, as well as in the form of other indicators that characterize the performance of elements of a telecommunications network. Most approaches consider only the case of bipolar connectivity, when it is necessary to ensure the interaction of two end destinations. In modern telecommunications networks, services such as virtual private networks come to the fore, for which multipoint connections are organized that do not fit into the concept of bipolar connectivity. In this regard, we propose to extend this approach to the analysis of multi-pole and all-pole connections. The approach for two-pole connectivity is based on a method that uses the connectivity matrix as a basis, and, in fact, assumes a sequential search of all combinations of vertex sections, starting from the source and drain. This method leads to the inclusion of non-minimal cross-sections in the general composition, which required the introduction of an additional procedure for checking the added cross-section for non-excess. The approach for all-pole connectivity is based on a method that uses the connectivity matrix as a basis, and, in fact, assumes a sequential search of all combinations of vertex sections, not including one of the vertices considered terminal. A simpler solution was to control the added section for uniqueness. The approach for multipolar connectivity is similar to that used in the formation of the set of minimal all-pole sections and differs only in the procedure for selecting the combinations used to form the cross-section matrix, of which only those containing pole vertices are preserved. As a test communication network, the Rostelecom backbone network is used, deployed to form flows in the direction of "Europe-Asia". It is shown that multipolar sections are the most general concept with respect to two-pole and all-pole sections. despite the possibility of such a generalization, in practical applications it is advisable to consider particular cases due to their lower computational complexity.
构建电信网络横截面分析不同连接措施下的后稳定性
无论是在电信领域,还是在涉及复杂网络开发和运营的其他行业,稳定性分析及其组成部分的可靠性和生存性都是一个非常普遍的问题。对于这类问题,最合适的网络模型是使用图论假设的模型。同时,假定电信网络的各个链路的故障具有随机性质,可以用广义Erdos-Renyi模型的形式来考虑它。众所周知,要素失效的概率可以用准备系数和操作准备系数的形式来解释,也可以用表征电信网络要素性能的其他指标的形式来解释。大多数方法只考虑双极连接的情况,当有必要确保两个终端目的地的交互时。在现代电信网络中,诸如虚拟专用网络之类的服务脱颖而出,为此组织了不符合双极连接概念的多点连接。在这方面,我们建议将这种方法扩展到多极和全极连接的分析。两极连接的方法是基于一种使用连接矩阵作为基础的方法,实际上,假设从源和漏开始对顶点部分的所有组合进行顺序搜索。这种方法导致在一般组合物中包含非最小横截面,这需要引入额外的程序来检查添加的横截面是否不过量。全极连通性的方法基于一种以连通性矩阵为基础的方法,实际上,假设对顶点部分的所有组合进行顺序搜索,不包括其中一个被认为是终端的顶点。一个更简单的解决方案是控制添加的部分的唯一性。多极连通性的方法类似于最小全极截面集的形成,不同之处在于选择用于形成横截面矩阵的组合的过程,其中只有包含极顶点的组合被保留。作为测试通信网络,使用俄罗斯电信骨干网,部署形成“欧亚”方向的流量。结果表明,相对于两极段和全极段,多极段是最一般的概念。尽管有这种泛化的可能性,但在实际应用中,考虑特殊情况是明智的,因为它们的计算复杂性较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Intelligenza Artificiale
Intelligenza Artificiale COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
3.50
自引率
6.70%
发文量
13
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