%0 Conference Article %T INFORMATION SYSTEM FAULT TOLERANCE MODELING USING GRAPHS AND MACHINE LEARNING %A Shpineva, A.V. %A Tyunina, A.M. %K fault tolerance, distributed systems, graph theory, machine learning, failure prediction, integration, degradation scenarios, modeling, operational data, proactive management %J MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026 %D 2026 %P 6 %I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov