Search academic texts

Information × Registration Number 0125U001814, R & D request Title Modeling and research of methods for integrating microservice information systems into heterogeneous information and communication networks Head Shpur Olha M., Кандидат технічних наук Registration Date 21-03-2025 Organization Lviv Polytechnic National University popup.description1 Development and analysis of methods for integrating microservice information applications into heterogeneous information and communication systems in order to increase the performance of distributed systems and ensure the necessary QoS/QoE parameters. The investigation is aimed at optimizing load balancing mechanisms between microservices in conditions of dynamic traffic changes and variability of network resources; reducing delays in data processing and transmission using mechanisms of adaptive caching, dynamic scaling of services and load forecasting; improving the scalability and adaptability of microservice architecture to changing network environment conditions through statistical (log analysis) and matrix approaches (analysis of network parameter performance) to analyzing the degree of affinity of microservices with the involvement of ML models. The use of machine learning models will allow creation of templates describing optimal application placement configurations and controlling QoS\QoE parameters even in conditions of network failures, which will allow predicting the state of the system and making preventive adjustments to its configuration to minimize network performance losses. popup.nrat_date 2025-03-21 Close