@article{Pavlov2026predicting, author={Pavlov, E.S.}, title={PREDICTING FAILURES THROUGH DATA NOISE: HOW DATA MINING AND ML CREATE FAILURE MODELS IN IT INFRASTRUCTURE}, conference={MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026}, publisher={FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov}, year={2026}, pages={424-431}, }