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Information × Registration Number 0225U002524, (0122U000817) , R & D reports Title Development the innovative methods and models of designing the industry-oriented information and communication systems for upgrading the digital industrial infrastructures popup.stage_title Розроблення інтелектуальної рекомендаційної системи управління бізнес-процесами промислового виробництва на основі хмарних технологій та штучного інтелекту Head Beshlei Halyna V., Кандидат технічних наук Registration Date 18-03-2025 Organization Lviv Polytechnic National University popup.description1 Increasing the efficiency of the digital infrastructures of industrial manufacturing by developing new methods and models of designing industry-oriented information and communication systems based on 5G technologies, software-defined networks, distributed computing and artificial intelligence popup.description2 An intelligent business process management recommendation system has been developed to enhance the efficiency of industrial production. The system improves computational performance and accuracy in managing intelligent databases of digitalized industries by implementing an adaptive recommendation algorithm. A key feature of the system is the use of a modified singular value decomposition algorithm, which optimizes the processing of large datasets, increases recommendation accuracy, and reduces computational costs. A method for adaptive deployment of recommendation systems for industrial production has been developed, integrating an intelligent load prediction module and automated resource scaling. Experimental results confirmed a significant reduction in system response time and a substantial decrease in scaling costs. The proposed method enhances performance, ensures flexible resource management, and contributes to the economic efficiency of industrial information systems A generalized methodology for deploying private 5G Advanced networks in Ukraine has been developed, taking into account spectral regulation specifics, cybersecurity requirements, and quality of service assurance. The use of modern information technologies and artificial intelligence allows networks to be adapted to the needs of industrial enterprises, improving their flexibility and facilitating the digital transformation of production. A unique prototype of an information and communication system has been developed to enable testing and analysis of monitoring systems in controlled environments, minimizing risks for real infrastructure. This approach allows the simulation of real-world network scenarios, testing resilience to various threats, and evaluating the effectiveness of automated network resource management and quality of service assurance methods.   Product Description popup.authors Hordiichuk-Bublivska Olena V. Krasko Olena V. Medvetskyi Mykhailo B. Pelekh Nazar V. Pyrih Yuliia V. Pyrih Yaroslav R. Shkoropad Yurii I. Shubyn Bohdan P. popup.nrat_date 2025-03-18 Close