Explain how you would build an intelligent alerting system that uses historical data and machine learning to reduce false positives and alert fatigue. What features would you implement?

Sample answer preview

Alert fatigue represents one of the most significant challenges in modern NOC operations, where excessive low-value alerts desensitize analysts to genuine problems, potentially causing critical issues to be missed among noise.