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A stateless API must automatically add or remove identical VM instances when CPU usage crosses thresholds. The team also wants Microsoft to distribute instances across fault domains when possible. Which service should the administrator deploy?

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A stateless API must automatically add or remove identical VM instances when CPU usage crosses thresholds. The team also wants Microsoft to distribute instances across fault domains when possible. Which service should the administrator deploy?

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

An availability set

An availability set improves placement for existing VMs, but it does not provide built-in autoscaling based on demand.

B

Distractor review

Azure Load Balancer

A load balancer distributes traffic, but it does not create or remove VM instances automatically.

C

Best answer

A virtual machine scale set

A virtual machine scale set is designed for identical VM instances that can scale out and scale in automatically. It fits stateless workloads well and supports placement across fault domains in supported configurations, which helps improve resiliency while also meeting the demand-based scaling requirement.

D

Distractor review

Azure App Service

App Service can autoscale web applications, but the question specifically requires VM instances and fault-domain-oriented VM deployment 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: A virtual machine scale set — A virtual machine scale set is the correct service because the workload needs identical VM instances that can be added or removed automatically based on CPU thresholds. VM scale sets are built for this type of stateless tier and can distribute instances across fault domains to improve resiliency. This is different from a load balancer, which only routes traffic, or an availability set, which does not handle scaling decisions. The requirement is clearly VM-based elasticity plus placement awareness. Why others are wrong: An availability set only helps with resiliency for manually managed VMs and does not autoscale. A load balancer is traffic distribution only, not lifecycle management. App Service does autoscale, but it is a platform web hosting service, not a VM-based deployment model as required here.

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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