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Labs

Cost-Optimizing EC2 with Autoscaling Scheduled Scaling

In this hands-on lab, you will learn how to reduce EC2 compute costs by implementing dynamic and scheduled scaling using AWS Auto Scaling. You will create an Auto Scaling Group (ASG), configure a target-tracking policy, and add scheduled scaling actions. Finally, you will review CloudWatch metrics and scaling history to verify reduced instance-hours and demonstrate measurable cost savings, an essential skill for optimizing cloud infrastructure in real-world environments.

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Lab platform
Lab Info
Level
Beginner
Last updated
Feb 25, 2026
Duration
30m

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Table of Contents
  1. Challenge

    Create an Auto Scaling Group (ASG) with Target-Tracking Policy

    Create an Auto Scaling Group (ASG) with Target-Tracking Policy:

    • Create a Launch Template.
    • Create an ASG using the created Launch Template.
    • Add a target-tracking policy.
  2. Challenge

    Add Scheduled Scaling Actions for Off-Hours Cost Savings

    Add Scheduled Scaling Actions for Off-Hours Cost Savings:

    • Create a scheduled action to scale down during off-hours.
    • Create a scheduled action to scale up during business hours.
  3. Challenge

    Review CloudWatch Metrics and Validate Instance-Hour Savings

    Review CloudWatch Metrics and Validate Instance-Hour Savings:

    • In ASG, inspect scaling activity history and scheduled action logs.
    • In the CloudWatch, inspect metrics groups in-service Instances.
    • Manually calculate cost reduction based on instance-hours run time.
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