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Which combination of scaling policies should you use?

hard📝 Application Q15 of 15
AWS - Auto Scaling
You want to keep your application's CPU usage at 50% using AWS Auto Scaling. You also want to add 2 instances if CPU usage goes above 70%, and remove 1 instance if it drops below 30%. Which combination of scaling policies should you use?
AUse a target tracking policy for 50% CPU and step scaling for adding/removing instances at 70% and 30%
BUse only a simple scaling policy with fixed adjustments
CUse only a target tracking policy with target 50%
DUse scheduled scaling to add and remove instances at fixed times
Step-by-Step Solution
Solution:
  1. Step 1: Understand target tracking role

    Target tracking keeps CPU near 50% automatically adjusting capacity.
  2. Step 2: Understand step scaling role

    Step scaling defines specific actions when CPU crosses 70% (add 2) or 30% (remove 1).
  3. Step 3: Combine policies

    Use target tracking for steady state and step scaling for aggressive changes beyond thresholds.
  4. Final Answer:

    Use a target tracking policy for 50% CPU and step scaling for adding/removing instances at 70% and 30% -> Option A
  5. Quick Check:

    Target tracking + step scaling = precise control [OK]
Quick Trick: Combine target tracking for steady and step scaling for thresholds [OK]
Common Mistakes:
MISTAKES
  • Using only one policy type for all needs
  • Confusing scheduled scaling with metric-based scaling
  • Ignoring removal scaling actions

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