Distributed solvers of applied problems based on microservices and agent networks
Авторы: Oparin G.A., Bogdanova V.G., Pashinin A.A., Gorsky S.A.
Журнал: Proc. 41st Intern. Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2018)
Отчётный год: 2018
Аннотация: In recent years, distributed computations based on the direct interactions of agents without using a central control node, is a subject of increased interest of many researchers in the field of computing technologies. We investigate the intellectualization of the collective management of the process of solving applied problems 'given - find' by the agents network on the distributed computational model of the subject domain. In the distributed solver, we use a multi-agents service-oriented method of organizing computations based on the mechanisms of semantic interaction of applied solver agents. We propose the communicational model of the agents network and the model of agent functioning dynamics, providing the solution of the abovementioned problems using the distributed computational model of the subject domain. The problem solving technology based on offed approach is demonstrated on the example of the multiagent distributed computing system creating for solving qualitative analysis problems of autonomous binary dynamic systems having practical application in gene regulatory networks.
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