To improve the performance and cost of your application which has unpredictable traffic spikes, you want to use an Auto Scaling policy that proactively scales capacity based on historical patterns. Which feature of ASG should you choose?

Direct Answer (Verified)Reviewed by Sunny (Senior Cloud Engineer)

Correct Answer: Predictive Scaling

Predictive scaling uses machine learning to forecast future traffic and scale capacity accordingly, reducing the need for reactive scaling....

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Real Exam ScenarioScenario Based

To improve the performance and cost of your application which has unpredictable traffic spikes, you want to use an Auto Scaling policy that proactively scales capacity based on historical patterns. Which feature of ASG should you choose?

✓ Correct Answer & ExplanationScenario Based

Correct Answer

Predictive Scaling

Why This Answer Is Correct

Predictive scaling uses machine learning to forecast future traffic and scale capacity accordingly, reducing the need for reactive scaling.

📚 What This Question Tests

This question evaluates your knowledge of Scenario Based — a core concept tested in AWS Certified DevOps Engineer – Professional (DOP-C02). Understanding Scenario Based is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.