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What are the different ASG Scaling Policies?

Types of Scaling Policies

Scaling policies determine when and how the ASG should adjust capacity. They can be reactive (Dynamic) or proactive (Scheduled/Predictive).

Policy Breakdown
  1. 1

    Target Tracking: Keeps a specific metric (e.g., CPU) at a target value (e.g., 50%).

  2. 2

    Simple/Step Scaling: Adds/removes a specific number of instances based on CloudWatch alarm thresholds.

  3. 3

    Scheduled Scaling: Scales based on known time-based patterns (e.g., Fridays at 5 PM).

  4. 4

    Predictive Scaling: Uses machine learning to forecast traffic and scale ahead of time.

  5. 5

    Dynamic Scaling: A broad term for policies that respond to changing conditions in real-time.