TY  CONF
TI  PREDICTING FAILURES THROUGH DATA NOISE: HOW DATA MINING AND ML CREATE FAILURE MODELS IN IT INFRASTRUCTURE
KW  IT infrastructure
KW  predictive analytics
KW  machine learning
KW  data mining
KW  anomaly detection
KW  AIOps
KW  observability
JO  MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026
AU  Pavlov, E.S.
PY  2026
PB  FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov