mediummultiple choiceObjective-mapped

A stateless API runs on Azure VMs and experiences unpredictable traffic spikes during the day. The administrator must automatically add or remove identical VM instances based on CPU usage, and the platform should distribute instances across fault domains without manual placement. What should be used?

Question 1mediummultiple choice
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A stateless API runs on Azure VMs and experiences unpredictable traffic spikes during the day. The administrator must automatically add or remove identical VM instances based on CPU usage, and the platform should distribute instances across fault domains without manual placement. What should be used?

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

Availability set

An availability set improves resiliency, but it does not automatically scale VM count based on demand.

B

Best answer

Virtual machine scale set

A virtual machine scale set supports automatic instance scaling and distributes instances for better platform resilience.

C

Distractor review

Availability zone

A zone choice improves datacenter resilience, but it does not provide automatic scale out and scale in behavior.

D

Distractor review

Proximity placement group

A proximity placement group reduces latency between resources, but it is not an autoscaling feature.

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.

Related practice questions

Related AZ-104 practice-question pages

Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.

More questions from this exam

Keep practising from the same exam bank, or move into a focused topic page if this question exposed a weak area.

FAQ

Questions learners often ask

What does this AZ-104 question test?

Read the scenario before looking for a memorised answer.

What is the correct answer to this question?

The correct answer is: Virtual machine scale set — A virtual machine scale set is the best fit because the workload needs automatic horizontal scaling with identical VM instances. Scale sets can increase or decrease instance count based on metrics such as CPU and can place instances for resilience across fault domains, and optionally zones when configured. Availability sets improve availability but do not handle autoscaling. Availability zones address datacenter failure isolation, while proximity placement groups are about low latency, not dynamic capacity management. Why others are wrong: An availability set helps with maintenance and host failures but does not add or remove instances automatically. An availability zone addresses physical separation, not elastic scaling. A proximity placement group can improve performance between resources, but it does not manage capacity or distribute instances for scale-out demand.

What should I do if I get this AZ-104 question wrong?

Then try more questions from the same exam bank and focus on understanding why the wrong options are tempting.

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