In this paper the information technologies stack is presented. Thesetechnologies are used during ... more In this paper the information technologies stack is presented. Thesetechnologies are used during network architecture deployment. The analysis of technological advantages and drawbacks under investigation for monolithic and network architectures will be useful during of cyber security analysis in telecom networks. The analysis of the main numeric characteristics was carried out with the aid of Kubectl. The results of a series of numerical experiments on the evaluation of the response speed to requests and the fault tolerance are presented. The characteristics of the of monolithic and microservice-based architectures scalability are under investigation. For the time series sets, which characterize the network server load, the value of the Hurst exponent was calculated. The research main goal is the monolithic and microservice architecture main characteristics analysis, time series data from the network server accruing, and their statistical analysis. The methodology of Kubernetes clu...
Multi-model identification system properties near extremum: simulations and analysis
Journal of Applied Computer Science, 2015
Method of Lorenz systems parametric identification by the searching models ensemble
In this article the multi-model adaptive-searching method properties is under research. The test ... more In this article the multi-model adaptive-searching method properties is under research. The test object is well-known Lorenz chaotic system. A couple of parameter identification approaches is considered. Identification error dependencies from quality function sensibility coefficient is investigated.
Simultaneous Parametric Identification for the Coupled Relaxation Generators System
Ìnformacìjnì tehnologìï v metalurgìï ta mašinobuduvannì, May 18, 2022
This paper is devoted to the identification system creation for the coupled relaxation generators... more This paper is devoted to the identification system creation for the coupled relaxation generators system. This nonlineear system can demonstrate both complex-periodic and chaotic behaviour. Proposed identification system, unlike previous one, must be capable to conduct simultaneous identification of the set of parameters. Identification method is based on the moving average and regression analysis methods hybridization. This method is capable to negate the noise impact after differentiation. Special lock and reset system block accumulators during relaxation pulses. The workability and dynamic properties was researched on real equipment. Dynamic characteristics of the method under consideration appears to be sufficient to track parameters values both in complex-periodic or chaotic modes.
The issues of defining and using special criteria for the problem of identifying nonlinear dynami... more The issues of defining and using special criteria for the problem of identifying nonlinear dynamic systems are considered. An approach to creating identification criteria suitable for identifying systems exhibiting the properties of chaotic dynamics is proposed.
Simultaneous Parametric Identification for the Coupled Relaxation Generators System
International scientific and technical conference Information technologies in metallurgy and machine building
This paper is devoted to the identification system creation for the coupled relaxation generators... more This paper is devoted to the identification system creation for the coupled relaxation generators system. This nonlineear system can demonstrate both complex-periodic and chaotic behaviour. Proposed identification system, unlike previous one, must be capable to conduct simultaneous identification of the set of parameters. Identification method is based on the moving average and regression analysis methods hybridization. This method is capable to negate the noise impact after differentiation. Special lock and reset system block accumulators during relaxation pulses. The workability and dynamic properties was researched on real equipment. Dynamic characteristics of the method under consideration appears to be sufficient to track parameters values both in complex-periodic or chaotic modes.
Physical background in identification criterion synthesis
Термическое напыление активно применяется в микроэлектронике и оптике, в частности, методом делаю... more Термическое напыление активно применяется в микроэлектронике и оптике, в частности, методом делают напыление просветляющих и отражающих покрытий. Целью данной работы является исследование зависимости толщины металлических пленок от времени нанесения в вакууме. Для того, что бы узнать не сталкиваются ли атомы металла при испарении с молекулами остаточного газа в камере при своем движении к стеклянной подложке, а также что их траектория прямолинейна, посчитаем среднюю длину пробега молекулы. Если в вакуумной камере расстояние от испарителя до подложки достаточно мало, по сравнению со средней длиной пробега молекулы, то большая часть атомов металла будет достигать подложки не сталкиваясь, с молекулами остаточного газа. Произведено ряд замеров сопротивления металлических пленок, полученных при напылении в вакуумеи выполнено исследование физических процессов нанесения цинка из парогазовой фазы в вакууме. На основании полученных экспериментальных данных было выявлено зависимость толщины м...
2015 Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies" (CSIT), 2015
In this article the multi-model adaptive-searching method properties is under research. The test ... more In this article the multi-model adaptive-searching method properties is under research. The test object is well-known Lorenz chaotic system. A couple of parameter identification approaches is considered. Identification error dependencies from quality function sensibility coefficient is investigated.
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Papers by Anton Guda