Application Auto Scaling

2025/04/10 - 11 updated api methods

Changes   Application Auto Scaling now supports horizontal scaling for Elasticache Memcached self-designed clusters using target tracking scaling policies and scheduled scaling.

2024/11/22 - 1 new 3 updated api methods

Changes   Application Auto Scaling now supports Predictive Scaling to proactively increase the desired capacity ahead of predicted demand, ensuring improved availability and responsiveness for customers' applications. This feature is currently only made available for Amazon ECS Service scalable targets.

2024/07/25 - 2 updated api methods

Changes   Application Auto Scaling is now more responsive to the changes in demand of your SageMaker Inference endpoints. To get started, create or update a Target Tracking policy based on High Resolution CloudWatch metrics.

2024/06/27 - 10 updated api methods

Changes   Amazon WorkSpaces customers can now use Application Auto Scaling to automatically scale the number of virtual desktops in a WorkSpaces pool.

2023/11/29 - 10 updated api methods

Changes   Amazon SageMaker customers can now use Application Auto Scaling to automatically scale the number of Inference Component copies across an endpoint to meet the varying demand of their workloads.