Predicting Backup Non-Compliance Using KPI-Derived Labels and Machine Learning: A Proof-of-Concept Study
Ensuring backup compliance is essential for data protection and operational resilience in enterprise IT environments. This study proposes a KPI-aware machine learning approach combining weak supervision, rule-based labeling, and supervised learning to estimate KPI-derived backup non-compliance status. The approach was...