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Instruments and Systems: Monitoring, Control, and Diagnostics

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Comparative Analysis of Technologies for Constructing Distributed Information Automated Systems for Complex Objects Integrated Modelling
V.A. ZELENTSOV, V.A. SOBOLEVSKII

Using the example of the sustainability integrated assessment problem for forest ecosystems, a comparative analysis of software and
technology solutions for building information automated systems for integrated modeling (IAS) of complex objects is performed. The main
requirements for complex modeling systems are formulated: scalability, ease of operation and high manageability, availability and fault
tolerance, deployment speed and adaptability to load changes, cost-effectiveness, the ability to include different types of calculation models,
as well as organize the processing of heterogeneous source data, including Earth remote sensing data and video streams from ground and
airborne surveillance equipment. Based on the analysis of these requirements, a basic technology for building an IAS is defi ned, based on
the use of container orchestration systems with multiservice architecture components. The proposed technology provides a solution to the
problem of integrating heterogeneous distributed software components operating in various software environments, allows for maximum
automation of data processing, and reduces dependence on the human factor, thereby minimizing errors in assessing the actual state of forest
vegetation and other complex objects.
Keywords: integrated modeling, information automated systems, technologies, integral assessment, container orchestration system,
sustainability, forest ecosystems.


DOI: 10.25791/pribor.10.2025.1623

Pp. 37-47.

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