Predictive scaling and Schedule scaling

Hi,

This article gives you a good overview on all scaling strategies incl. schedule scaling and predictive scaling:

https://www.missioncloud.com/blog/top-five-aws-auto-scaling-strategies

In essence:

• you use schedule scaling when you know in advance the changes (increases / decreases) in your workloads due to scheduled events that triggers those changes
• you use predictive scaling when you have data points about previous moments of workloads changes and you use a predictive model (ML-based or not) to predict the future changes in your workloads and adapt your compute capacity accordingly. Best,

Didie