AWS sagemaker documentation change
Summary
Removed 'Dashboard metrics' section and related content, updated section headers, simplified navigation labels, and adjusted terminology for consistency
Security assessment
The changes primarily involve content reorganization and terminology updates rather than addressing security vulnerabilities. The removed 'Dashboard metrics' section contained operational monitoring details but no specific security configurations. While the deleted content mentioned RBAC permissions, this appears to be documentation restructuring rather than a security fix.
Diff
diff --git a/sagemaker/latest/dg/sagemaker-hyperpod-eks-operate-console-ui-governance-setup-dashboard.md b/sagemaker/latest/dg/sagemaker-hyperpod-eks-operate-console-ui-governance-setup-dashboard.md index 7e86b8357..f6e96389a 100644 --- a//sagemaker/latest/dg/sagemaker-hyperpod-eks-operate-console-ui-governance-setup-dashboard.md +++ b//sagemaker/latest/dg/sagemaker-hyperpod-eks-operate-console-ui-governance-setup-dashboard.md @@ -5 +5 @@ -HyperPod Amazon CloudWatch Observability EKS add-on prerequisitesHyperPod Amazon CloudWatch Observability EKS add-on setupDashboard metrics +HyperPod Amazon CloudWatch Observability EKS add-on prerequisitesHyperPod Amazon CloudWatch Observability EKS add-on setup @@ -7 +7 @@ HyperPod Amazon CloudWatch Observability EKS add-on prerequisitesHyperPod Amazon -# Dashboard +# Dashboard setup @@ -11 +11 @@ Use the following information to get set up with Amazon SageMaker HyperPod Amazo -If you are having issues setting up, please see [Troubleshooting](./sagemaker-hyperpod-eks-operate-console-ui-governance-troubleshoot.html) for known troubleshooting solutions. +If you are having issues setting up, please see [Troubleshoot](./sagemaker-hyperpod-eks-operate-console-ui-governance-troubleshoot.html) for known troubleshooting solutions. @@ -13 +13 @@ If you are having issues setting up, please see [Troubleshooting](./sagemaker-hy -###### In this topic: +###### Topics @@ -19,2 +18,0 @@ If you are having issues setting up, please see [Troubleshooting](./sagemaker-hy - * Dashboard metrics - @@ -189,57 +186,0 @@ Once the EKS Observability add-on has been successfully installed, you can view -## Dashboard metrics - -Amazon SageMaker HyperPod task governance provides a comprehensive dashboard view of your Amazon EKS cluster utilization metrics, including hardware, team, and task metrics. The following provides information on your HyperPod EKS cluster dashboard. - -The dashboard provides a comprehensive view of cluster utilization metrics, including hardware, team, and task metrics. You will need to install the EKS add-on to view the dashboard. For more information, see [Dashboard](./sagemaker-hyperpod-eks-operate-console-ui-governance-setup-dashboard.html). - -In the [Amazon SageMaker AI console](https://console.aws.amazon.com/sagemaker/), under **HyperPod Clusters** , you can navigate to the HyperPod console and view your list of HyperPod clusters in your Region. Choose your cluster and navigate to the **Dashboard** tab. The dashboard contains the following metrics. You can download the data for a section by choosing the corresponding **Export**. - -**Utilization** - -Provides health of the EKS cluster point-in-time and trend-based metrics for critical compute resources. By default, **All Instance Groups** are shown. Use the dropdown menu to filter your instance groups. The metrics included in this section are: - - * Number of total, running, and pending recovery instances. The number of pending recovery instances refer to the number of instances that need attention for recovery. - - * GPUs, GPU memory, vCPUs, and vCPUs memory. - - * GPU utilization, GPU memory utilization, vCPU utilization, and vCPU memory utilization. - - * An interactive graph of your GPU and vCPU utilization. - - - - -**Teams** - -Provides information into team-specific resource management. This includes: - - * Instance and GPU allocation. - - * GPU utilization rates. - - * Borrowed GPU statistics. - - * Task status (running or pending). - - * A bar chart view of GPU utilization versus compute allocation across teams. - - * Team detailed GPU and vCPU-related information. By default, the information displayed includes **All teams**. You can filter by team and instances by choosing the dropdown menus. In the interactive plot you can filter by time. - - - - -**Tasks** - -###### Note - -To view your HyperPod EKS cluster tasks in the dashboard: - - * Configure Kubernetes Role-Based Access Control (RBAC) for data scientist users in the designated HyperPod namespace to authorize task execution on Amazon EKS-orchestrated clusters. Namespaces follow the format `hyperpod-ns-`team-name``. To establish RBAC permissions, refer to the [team role creation instructions](https://github.com/aws/private-sagemaker-hyperpod-cli-staging/tree/main/helm_chart#5-create-team-role). - - * Ensure that your job is submitted with the appropriate namespace and priority class labels. For a comprehensive example, see [Submit a job to SageMaker AI-managed queue and namespace](./sagemaker-hyperpod-eks-operate-console-ui-governance-cli.html#hp-eks-cli-start-job). - - - - -Provides information on task-related metrics. This includes number of running, pending, and preempted tasks, and run and wait time statistics. By default, the information displayed includes **All teams**. You can filter by team by choosing the dropdown menu. In the interactive plot you can filter by time. - @@ -252 +193 @@ To use the Amazon Web Services Documentation, Javascript must be enabled. Please -Setup for task governance +Setup for SageMaker HyperPod task governance @@ -254 +195 @@ Setup for task governance -Task governance +Task governance setup