Inferring failure processes via causality analysis: from event logs to predictive fault trees

Key Points

• Failure processes are inferred using causality analysis from event logs, enhancing system reliability assessment.
• The study highlights the importance of predictive fault trees in identifying potential system failures.
• Employing systematic analysis methods, the study interprets data from event logs to form predictive models.
• This approach may enable improved preventive measures by clearly understanding failure mechanisms.