nerdexam
Cisco

300-445 · Question #14

Refer to the exhibit. An engineer set the default alert condition for the network alert rule, but NOC operators report that they are getting too many false-positive alerts. Which action reduces the…

The correct answer is D. Use dynamic baselines. Dynamic baselines (D) automatically learn what "normal" looks like for a given metric over time and adjust thresholds accordingly, so alerts only fire when behavior deviates meaningfully from the established pattern - this directly targets false positives caused by static…

Insights and Alerts

Question

Refer to the exhibit. An engineer set the default alert condition for the network alert rule, but NOC operators report that they are getting too many false-positive alerts. Which action reduces the noise while adhering to the company's operational requirements?

Options

  • AApply suppression window to the tests.
  • BChange severity from Info to Critical.
  • CDecrease the latency value to 50 ms.
  • DUse dynamic baselines.

How the community answered

(23 responses)
  • A
    4% (1)
  • B
    4% (1)
  • C
    13% (3)
  • D
    78% (18)

Explanation

Dynamic baselines (D) automatically learn what "normal" looks like for a given metric over time and adjust thresholds accordingly, so alerts only fire when behavior deviates meaningfully from the established pattern - this directly targets false positives caused by static default thresholds that can't account for normal traffic variation.

Why the distractors fail:

  • A (Suppression window): Suppression silences alerts during scheduled periods (e.g., maintenance), not during normal operations - it doesn't fix false positives that occur at random times throughout the day.
  • B (Change severity to Critical): Severity is just a label; it doesn't reduce the number of alerts fired. Escalating to Critical actually makes alert fatigue worse, not better.
  • C (Decrease latency to 50 ms): Lowering the threshold makes the rule more sensitive, which would generate even more alerts. Reducing false positives with a static value would require increasing the threshold - but that's a blunt fix that risks missing real problems.

Memory tip: Static threshold = alarm clock that rings at the same time every day regardless of context. Dynamic baseline = a smart alarm that learns your schedule and only wakes you when something is genuinely off. When the question mentions "too many false positives" with a default condition, the answer is almost always to make the system smarter, not louder.

Topics

#alert configuration#dynamic baselines#false positive reduction#anomaly detection

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