Q41 Monitor Domain 4 · 20–25% of exam

A team configures a Metric Alert with Dynamic Thresholds. What does this provide over static thresholds?

  1. A Faster alerting
  2. B ML-based threshold that adapts to metric's historical pattern, reducing false positives from seasonal variation (correct answer)
  3. C Real-time alerting
  4. D Multiple threshold sensitivity levels only

Shortcut: Dynamic Thresholds use machine learning to establish expected baselines from historical data. Alerts fire only when the metric deviates beyond the learned pattern, reducing noise from predictable daily/weekly cycles.