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ACE Practice Question: A web application uses a managed instance group

This ACE practice question tests your understanding of a web application uses a managed instance group. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.

A web application uses a managed instance group. Traffic spikes sharply between 9 AM and 5 PM and drops to near zero overnight. Which autoscaling metric most directly triggers scale-out before user experience degrades?

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A web application uses a managed instance group. Traffic spikes sharply between 9 AM and 5 PM and drops to near zero overnight. Which autoscaling metric most directly triggers scale-out before user experience degrades?

Answer choices

Why each option matters

Good practice is not just finding the correct option. The wrong answers often show the exact trap the exam wants you to fall into.

A

Distractor review

Average CPU utilization of instances in the group

CPU utilization is a valid signal but lags behind actual demand — traffic can spike before CPU rises, causing brief user-facing latency spikes.

B

Distractor review

Pub/Sub subscription queue depth

Pub/Sub queue depth is appropriate for queue-based workers, not directly for HTTP request-driven web applications.

C

Best answer

HTTP load balancing serving capacity (requests per second per instance)

This metric reflects actual HTTP request load and triggers scaling before instances become saturated, providing the most responsive scale-out for web workloads.

D

Distractor review

Disk I/O throughput

Disk I/O is rarely the bottleneck for web serving workloads — it's not an appropriate autoscaling signal for HTTP traffic.

Common exam trap

Common exam trap: answer the scenario, not the keyword

Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.

Technical deep dive

How to think about this question

This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.

KKey Concepts to Remember

  • Read the scenario before looking for a memorised answer.
  • Find the constraint that changes the correct option.
  • Eliminate answers that are true in general but not in this case.
  • Use explanations to understand the rule behind the answer.

TExam Day Tips

  • Underline the problem statement mentally.
  • Watch for words such as best, first, most likely and least administrative effort.
  • Review why wrong options are wrong, not only why the correct option is correct.

Key takeaway

Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Related practice questions

Related ACE practice-question pages

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More questions from this exam

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FAQ

Questions learners often ask

What does this ACE question test?

Read the scenario before looking for a memorised answer.

What is the correct answer to this question?

The correct answer is: HTTP load balancing serving capacity (requests per second per instance) — HTTP load balancing serving capacity (measured as requests per second or CPU utilization per instance at the load balancer backend) is the most direct signal for web traffic autoscaling — it reflects actual request volume hitting the service. CPU utilization can lag since it rises only after instances become saturated.

What should I do if I get this ACE question wrong?

Identify which ACE exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.

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This ACE practice question is part of Courseiva's free Google Cloud 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 ACE exam.