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Mohammed S. Al-Maliki

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Open access Oct 2026

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...

Syafrial Fachri Pane, Muhammad Raziq Hakim Siregar, Mohammed S. Al-Maliki et al. · 0 citations

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