Management of information processes of information- analytical system with the help of boundary computations
Автор: Munister V.D., Zolkin A.L., Tormozov V.S., Strigin B.S.
Рубрика: Управление сложными системами
Статья в выпуске: 2, 2022 года.
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The article deals with the transactional essence of the organization of distributed computing systems. The form of implementation of the reference interaction in traditional data transmission systems is indicated and the characteristics of the existing studies on the problems of organizing the management and routing of information processes for devices of the “Internet of things” are given. An algorithm for improving the routing of information processes is considered. The nature of the unidirectional organization of a transactional operation, which is carried out within the framework of the aggregation of information processes, is determined, their systemic relationships and patterns are clarified. The authors provide a model for bringing the transactional support of the information process to a feedback system. The essential optimization component of these innovations is focused on the process of implementing dynamic traffic regulation through the means of organizing an intermediate data buffer built on a deterministic finite automaton with a push-pull mechanism. A model of an effective controlled action based on the methods of analysis from the theory of measures and the theory of sets is proposed. The analysis of the use of inclusions in the implementation of the data integrity control method at the level of the general model of the organization is carried out. The scheme of a duplex transaction and its scope in the organization of information support of data exchange are determined. An integrative implementation of identification methods in the considered process control systems of an information-analytical system is proposed based on current and expert information in the process of implementing a structural-parametric response to a controlled impact on the part of the information service recipient. A process control network organization scheme in a bidirectional transactional execution is indicated. The results of a study devoted to the use of edge computing technologies (at the buffering level) as a means of data analytics for control systems are presented.
Edge computing, computer networks, deterministic finite automata, predictive analytics
Короткий адрес: https://sciup.org/148324975
IDR: 148324975 | DOI: 10.18137/RNU.V9187.22.02.P.031