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Dev15 min reading time

Run interactive IDEs on Amazon EKS with SageMaker AI to power up your AI workflows

AWS BlogPublished Aug 10, 2026

Amazon SageMaker AI Spaces add-on enables data scientists to run managed JupyterLab and Code Editor IDEs directly on Amazon EKS clusters, integrating GPU access, storage, and IAM roles. This solution simplifies setup from days to minutes and improves GPU utilization by consolidating workloads on a single cluster.

#amazon #amazon-eks #amazon-sagemaker #aws-identity-and-access-management #cloud-computing #container-orchestration #interactive-development-environments #jupyterlab

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