Інтелектуальна система TeamFinder для гібридних сервісів

Abstract

This paper investigates the resilience of the TeamFinder hybrid system under extreme resource volatility. An autonomous network reconfiguration mechanism is proposed based on node substitution, where missing service nodes are replaced by cognitive support modules. This approach transforms service chain disruptions into a protocol of information compensation (DIY Mode). Mathematical modeling utilizes Sentence-BERT for semantic task decomposition and cosine similarity for knowledge retrieval. The results indicate that this hybrid architecture enhances structural robustness and sustains systemic connectivity in volatile environments through intelligent adaptation mechanisms.