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Orchestrating SageMaker AI endpoint auto scaling with AWS CDK

Updating a SageMaker AI endpoint that has Application Auto Scaling registered makes AWS CloudFormation and AWS CDK deployments fail. This post shows how to build a reusable AWS CDK construct with CloudFormation custom resources that deregisters and re-registers auto scaling automatically, so you ca…

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  1. 2026-10-23 16:30 · AWS Machine Learning Blog
    Orchestrating SageMaker AI endpoint auto scaling with AWS CDK

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