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A stateless web application must automatically add VM instances during business hours and remove them at night based on CPU usage. Which Azure service should be deployed?

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A stateless web application must automatically add VM instances during business hours and remove them at night based on CPU usage. Which Azure service should be deployed?

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

Best answer

Virtual machine scale set

A virtual machine scale set is designed for identical VM instances that can scale out and scale in based on demand. It works well for stateless applications because instances can be added or removed without needing manual reconfiguration of each server. Autoscale rules can use metrics such as CPU percentage to change capacity automatically.

B

Distractor review

Availability set

An availability set improves resilience, but it does not automatically add or remove VM instances based on workload demand.

C

Distractor review

Azure Bastion

Azure Bastion provides secure remote access to VMs, but it does not manage application scaling or instance count.

D

Distractor review

Proximity placement group

A proximity placement group helps place resources close together for latency reasons, not for autoscaling behavior.

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 correct service for a stateless workload that must automatically scale out and in. Scale sets let Azure manage multiple identical VM instances and use autoscale rules to adjust capacity using metrics like CPU usage or schedule-based rules. That makes them a strong fit for workloads with predictable daily traffic changes. Why others are wrong: An availability set provides resilience, not autoscaling. Azure Bastion is for secure administrative access to VMs and has no role in workload scaling. A proximity placement group is about placement and latency, not instance lifecycle management. None of those options can automatically increase and decrease VM count based on 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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