SOA-C03 Reliability and business continuity

An Auto Scaling group must add capacity quickly when CPU passes 70 percent, but must remove capacity slowly to avoid flapping. How should scaling be configured?

Show answer and explanation

Answer: B

Two independent step scaling policies let you define an aggressive response for the scale-out alarm, such as adding several instances for a large breach, and a conservative response for the scale-in alarm. Each policy carries its own cooldown, so new capacity can be added again quickly while removals wait long enough to prove the load has really dropped.

A single shared cooldown forces the same delay in both directions, which produces either slow scale-out or rapid flapping.

Why the other options are wrong

  • A. With one cooldown value, a short setting lets scale-in remove capacity too eagerly and a long setting throttles the fast scale-out the workload needs.
  • C. Scheduled scaling follows a calendar and cannot react to a CPU spike that happens outside the schedule.
  • D. A simple scaling policy with a long cooldown delays every later scale-out action, so the group reacts too slowly under load.

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Reviewed November 2026. Spotted a problem with this question? Report it from the practice tool.