📈 AWS Scaling & Load Balancing - Advanced

Predictive Scaling

# Create predictive scaling policy
aws autoscaling put-scaling-policy \
  --auto-scaling-group-name my-asg \
  --policy-type TargetTrackingScaling \
  --predictive-scaling-max-capacity-percentage 100 \
  --predictive-scaling-mode ForecastAndScale

Global Accelerator

# Create accelerator
aws globalaccelerator create-accelerator \
  --name my-accelerator \
  --enabled \
  --address-type IPV4

Advanced Load Balancer Routing

# Create listener rule with advanced routing
aws elbv2 create-rule \
  --listener-arn arn:aws:elasticloadbalancing:... \
  --conditions Field=path-pattern,Values="/api/*" \
  --priority 1 \
  --actions Type=forward,TargetGroupArn=arn:...

Key Takeaways

• **Predictive scaling** anticipates demand

• **Global Accelerator** optimizes global traffic

• **Advanced routing** enables sophisticated patterns

• **Monitoring** drives optimization

Next Steps

Learn about ECS optimization and advanced patterns.