Analysis of Nodal Multiflows in a Multiuser System with Equalizing Control Strategies

IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Computer and Systems Sciences International Pub Date : 2024-01-12 DOI:10.1134/s1064230723060084
Yu. E. Malashenko, I. A. Nazarova
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Abstract

Within the framework of computational experiments on a mathematical model of a multiuser network communication system, the dynamics of changes in the indicators of the functioning of a telecommunications network are studied. The proposed algorithmic scheme makes it possible to sequentially form component-by-component nondecreasing vectors of permissible outgoing nodal multiflows. The model assumes that the transmission of interstitial flows of different types is carried out simultaneously from all nodes by all nodes along all routes with the minimum number of edges. During the calculations, resources are distributed in equal shares at each step until the network is fully loaded. The results obtained during the experiments make it possible to trace changes in the values of quotas distributed to the nodes for transmitting a certain type of flow. The found vectors of allowable outgoing nodal multiflows can be considered as guaranteed multicriterial estimates of the functioning of a multiuser system. Networks with different structural features and equal total capacity are analyzed. Special diagrams are provided.

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采用均衡控制策略的多用户系统中的节点多流分析
摘要 在多用户网络通信系统数学模型的计算实验框架内,研究了电信网络运行指标的动态变化。所提出的算法方案可以按顺序形成逐个组件的允许出节点多流量非递减向量。该模型假定,不同类型的间隙流的传输是由所有节点沿着边数最少的所有路由同时进行的。在计算过程中,每一步的资源分配都是均等的,直到网络满载为止。根据实验结果,可以追踪为传输某类流量而分配给节点的配额值的变化。所发现的允许出站节点多流量向量可视为多用户系统运行的多标准保证估计值。对具有不同结构特征且总容量相等的网络进行了分析。提供了特殊的图表。
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来源期刊
Journal of Computer and Systems Sciences International
Journal of Computer and Systems Sciences International 工程技术-计算机:控制论
CiteScore
1.50
自引率
33.30%
发文量
68
审稿时长
6-12 weeks
期刊介绍: Journal of Computer and System Sciences International is a journal published in collaboration with the Russian Academy of Sciences. It covers all areas of control theory and systems. The journal features papers on the theory and methods of control, as well as papers devoted to the study, design, modeling, development, and application of new control systems. The journal publishes papers that reflect contemporary research and development in the field of control. Particular attention is given to applications of computer methods and technologies to control theory and control engineering. The journal publishes proceedings of international scientific conferences in the form of collections of regular journal articles and reviews by top experts on topical problems of modern studies in control theory.
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