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PromqlhardMultiple ChoiceObjective-mapped

PCA Promql Practice Question

When calculating the 95th percentile from a histogram, why is histogram_quantile(0.95, sum(rate(http_duration_seconds_bucket[5m])) by (le)) the recommended pattern?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Aggregating by 'le' keeps the bucket boundaries intact for the quantile calculation.

Aggregation must occur before the quantile calculation to ensure all buckets are summed across labels.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • The 0.95 argument requires the 'le' label to be removed.

    Why it's wrong here

    The 'le' label is required for the function to map values to buckets.

  • Aggregating by 'le' keeps the bucket boundaries intact for the quantile calculation.

    Why this is correct

    Summing by the 'le' label merges distributions while preserving the necessary bucket structure.

  • The rate function cannot be used inside histogram_quantile.

    Why it's wrong here

    rate is required to convert raw buckets into a rate of events.

  • It is faster than calculating the quantile per instance.

    Why it's wrong here

    Performance is a secondary benefit to correctness.

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Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official CNCF / Linux Foundation exam blueprint

This PCA practice question is part of Courseiva's free CNCF / Linux Foundation certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the PCA exam.