Beyond CPU

Sometimes CPU is at 10% but the application is slow because of memory or queue depth.

SQS-based Scaling

In this lab, we will scale a worker pool based on the number of messages in an SQS queue. This ensures we only pay for workers when there is actual work to do.

Predictive Scaling

Introduction to AWS Predictive Scaling which uses machine learning to forecast future traffic.