Orchestrated by EKS

High-level HyperPod on EKS architecture

📄️ Creating your SageMaker HyperPod cluster

Initial cluster setup

📄️ Reviewing the cluster console

Now that we've created a cluster, we can monitor the status in the SageMaker console, this will show us cluster status, running instances, node groups, and allow us to easy modify the cluster.

📄️ SageMaker Studio Integration

This guide provides step-by-step instructions for setting up Amazon SageMaker Studio with Hyperpod on Amazon EKS, including FSx Lustre storage configuration.

📄️ Verifying cluster connection to EKS

Source HyperPod Environment Variables

📄️ Additional Information

Amazon SageMaker HyperPod EKS Official Documentation

📄️ Set up your shared file system

Why Shared File Systems Matter

📄️ Adding a Data Repository Association

Amazon S3 Data Repository Association

📄️ Set up an Amazon S3 mountpoint

With the Mountpoint for Amazon S3 Container Storage Interface (CSI) driver, your Kubernetes applications can access Amazon S3 objects through a file system interface, achieving high aggregate throughput without changing any application code. Built on Mountpoint for Amazon S3, the CSI driver presents an Amazon S3 bucket as a volume that can be accessed by containers in Amazon EKS and self-managed Kubernetes clusters. This section shows you how to deploy the Mountpoint for Amazon S3 CSI driver to your Amazon EKS cluster.