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  • Manage Your Kubeflow Deployment

  • Introduction
    • Open Source Kubeflow Components
      • Jupyter Notebook Services
      • Model Training Operators
      • The Katib Hyperparameter Tuning System
      • Pipelines System
      • The Machine Learning Metadata DB
      • Central Dashboard
    • Arrikto Enterprise Kubeflow Components and Features
      • Kale
        • Iterate on ML Code without Creating New Docker Images
        • Deploy Pipelines Directly from Your Code
        • Run Pipelines from Your IDE
        • Kale Automatically Manages Dependencies
        • Snapshot and Reproduce Pipelines and Steps
        • Tune Hyperparameters
        • Serve Models
      • Rok
        • Run Pipelines on High Performance NVMe Devices
        • View and Manage Files in PVCs
        • Package Your Environment with Snapshots
        • Version your Environment
        • Schedule Snapshots and Define Retention Policies
        • Create New Volumes from Snapshots
        • Rok Registry
    • Arrikto Enterprise Kubeflow Components Versions
      • EKF 2.0
  • Install
    • Prepare Management Environment
      • Create Management Environment
        • Option 1: Create Management Environment on Kubernetes (preferred)
          • What You’ll Need
          • Procedure
        • Option 2: Create Management Environment on Local Docker
          • What You’ll Need
          • Procedure
        • Option 3: Create Management Environment on a Cloud Instance
          • What You’ll Need
          • Procedure
        • Verify
        • Summary
        • What’s Next
      • Configure Git
        • What You’ll Need
        • Option 1: Configure Git Automatically (preferred)
        • Option 2: Configure Git Manually
          • Procedure
          • Verify
        • Summary
        • What’s Next
      • Clone GitOps Repository
        • What You’ll Need
        • Option 1: Clone GitOps Repository Automatically (preferred)
        • Option 2: Clone GitOps Repository Manually
          • Procedure
          • Verify
        • Summary
        • What’s Next
      • Configure CLI
        • Procedure
          • Configure AWS CLI
            • What You’ll Need
            • Option 1: Configure AWS CLI Automatically (preferred)
            • Option 2: Configure AWS CLI Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Configure Azure CLI
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Configure Google Cloud SDK
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
      • Set Up Cloud Environment
        • What You’ll Need
        • Procedure
          • Set Up Cloud Environment for AWS
            • What You’ll Need
            • Option 1: Set Up Cloud Environment for AWS Automatically (preferred)
            • Option 2: Set Up Cloud Environment for AWS Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Set Up Cloud Environment for Azure
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • Set Up Cloud Environment for Google Cloud
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
      • Configure Access to Arrikto’s Private Registry
        • What You’ll Need
        • Option 1: Configure Access to Arrikto’s Private Registry Automatically (preferred)
        • Option 2: Configure Access to Arrikto’s Private Registry Manually
          • Procedure
          • Verify
        • Summary
        • What’s Next
    • Create Virtual Private Cloud
      • What You’ll Need
      • Procedure
        • Create VPC on AWS
          • Create VPC
            • What You’ll Need
            • Option 1: Create VPC for your EKS Cluster Automatically (preferred)
            • Option 2: Create VPC for your EKS Cluster Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Configure Subnets
            • What You’ll Need
            • Option 1: Configure Subnets Automatically (preferred)
            • Option 2: Configure Subnets Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
    • Create Kubernetes Cluster
      • What You’ll Need
      • Procedure
        • Create Kubernetes Cluster on AWS
          • Create EKS Cluster IAM Role
            • What You’ll Need
            • Check Your Environment
            • Option 1: Create EKS Cluster IAM Role Automatically (preferred)
            • Option 2: Create EKS Cluster IAM Role Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Create EKS Node IAM Role
            • What You’ll Need
            • Check Your Environment
            • Option 1: Create EKS Node IAM Role Automatically (preferred)
            • Option 2: Create EKS Node IAM Role Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Create EKS Cluster
            • What You’ll Need
            • Check Your Environment
            • Option 1: Create EKS Cluster Automatically (preferred)
            • Option 2: Create EKS Cluster Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Enable IAM Roles for Kubernetes Service Accounts
            • What You’ll Need
            • Check Your Environment
            • Option 1: Enable IAM Roles for Kubernetes Service Accounts Automatically (preferred)
            • Option 2: Enable IAM Roles for Kubernetes Service Accounts Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Access EKS Cluster
            • What You’ll Need
            • Check Your Environment
            • Option 1: Access EKS Cluster Automatically (preferred)
            • Option 2: Access EKS Cluster Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Create EKS Node Group
            • What You’ll Need
            • Procedure
              • Create EKS Managed Node Group
                • What You’ll Need
                • Check Your Environment
                • Option 1: Create EKS Managed Node Group Automatically (preferred)
                • Option 2: Create EKS Managed Node Group Manually
                  • Procedure
                  • Verify
                • Summary
                • What’s Next
              • Create EKS Self-Managed Node Group
                • What You’ll Need
                • Procedure
                • Verify
                • Summary
                • What’s Next
          • Disable Unsafe Operations for Your EKS Cluster
            • What You’ll need
            • Procedure
            • Verify
            • Summary
            • What’s Next
        • Create Kubernetes Cluster on Azure
          • Create Resource Group
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Create AKS Cluster
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Access AKS Cluster
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Create User Node Pool
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Add Disks for Rok to Use
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
        • Create Kubernetes Cluster on Google Cloud
          • GKE Alpha Access
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Create GKE Cluster
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Restrict Auto-Upgrades
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Access GKE Cluster
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Enable Workload Identity on GKE
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
    • Deploy Rok
      • What You’ll Need
      • Procedure
        • Create Storage Account (Azure only)
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Deploy Istio
          • What You’ll Need
          • Option 1: Deploy Istio Automatically (preferred)
          • Option 2: Deploy Istio Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Create Cloud Identity
          • What You’ll Need
          • Procedure
            • Create Cloud Identity on AWS
              • What You’ll Need
              • Option 1: Create Cloud Identity Automatically (preferred)
              • Option 2: Create Cloud Identity Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Create Cloud Identity on Google Cloud
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
        • Authorize Access to Object Storage
          • What You’ll Need
          • Procedure
            • Authorize Access to Object Storage on AWS
              • What You’ll Need
              • Option 1: Authorize Access to Object Storage Automatically (preferred)
              • Option 2: Authorize Access to Object Storage Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Authorize Access to Object Storage on Azure
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Authorize Access to Object Storage on Google Cloud
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
        • Grant Rok Access to Private Docker Registry
          • What You’ll Need
          • Option 1: Grant Rok Access to Private Docker Registry Automatically (preferred)
          • Option 2: Grant Rok Access to Private Docker Registry Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Set Up Users for Rok
          • What You’ll Need
          • Option 1: Set Up Users Automatically (preferred)
          • Option 2: Set Up Users Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Configure Rok Account Management
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Deploy Snapshot Controller
          • What You’ll Need
          • Option 1: Deploy Snapshot Controller Automatically (preferred)
          • Option 2: Deploy Snapshot Controller Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Create IAM Role for EBS CSI Driver (AWS Only)
          • What You’ll Need
          • Check Your Environment
          • Option 1: Create IAM Role for EBS CSI Driver Automatically (preferred)
          • Option 2: Create IAM Role for EBS CSI Driver Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Deploy EBS CSI Driver (AWS Only)
          • What You’ll Need
          • Option 1: Deploy EBS CSI Driver Automatically (preferred)
          • Option 2: Deploy EBS CSI Driver Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Deploy Rok Disk Manager
          • What You’ll Need
          • Option 1: Deploy Rok Disk Manager Automatically (preferred)
          • Option 2: Deploy Rok Disk Manager Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Deploy Rok Components
          • What You’ll Need
          • Option 1: Deploy Rok Components Automatically (preferred)
          • Option 2: Deploy Rok Components Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Test Rok
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Set Up Rok Storage Class
          • What You’ll Need
          • Option 1: Set Up Rok Storage Class Automatically (preferred)
          • Option 2: Set Up Rok Storage Class Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
    • Deploy Rok Scheduler
      • What You’ll Need
      • Option 1: Deploy Rok Scheduler Automatically (preferred)
      • Option 2: Deploy Rok Scheduler Manually
        • Procedure
        • Verify
      • Summary
      • What’s Next
    • Deploy Kubeflow
      • What You’ll Need
      • Procedure
        • Install Kubeflow
          • What You’ll Need
          • Option 1: Install Kubeflow Automatically (preferred)
          • Option 2: Install Kubeflow Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Integrate Rok with Kubeflow Dashboard
          • What You’ll Need
          • Option 1: Integrate Rok with Kubeflow Dashboard Automatically (preferred)
          • Option 2: Integrate Rok with Kubeflow Dashboard Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Test Kubeflow
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
    • Deploy Rok Registry
      • What You’ll Need
      • Procedure
        • Grant Rok Registry Access to Private Docker Registry
          • What You’ll Need
          • Option 1: Grant Rok Registry Access to Private Docker Registry Automatically (preferred)
          • Option 2: Grant Rok Registry Access to Private Docker Registry Manually
            • Procedure
          • Summary
          • What’s Next
        • Set Up Default User for Rok Registry
          • What You’ll Need
          • Option 1: Set Up Default User Automatically (preferred)
          • Option 2: Set Up Default User Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Configure Rok Registry to Use AuthService
          • What You’ll Need
          • Option 1: Configure Rok Registry to Use AuthService Automatically (preferred)
            • Procedure
          • Option 2: Configure Rok Registry to Use AuthService Manually
            • Procedure
          • Verify
          • Summary
          • What’s Next
        • Configure Rok Registry to Use Dex
          • What You’ll Need
          • Option 1: Configure Rok Registry to Use Dex Automatically (preferred)
          • Option 2: Configure Rok Registry to Use Dex Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Deploy Rok Registry Components
          • What You’ll Need
          • Option 1: Deploy Rok Registry Components Automatically (preferred)
          • Option 2: Deploy Rok Registry Components Manually
            • Procedure
            • Verify
          • Summary
          • What’s Next
        • Test Rok Registry
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
    • Deploy Cluster Autoscaler
      • What You’ll Need
      • Procedure
        • Deploy Cluster Autoscaler on AWS
          • Create IAM Role for Cluster Autoscaler
            • What You’ll Need
            • Check Your Environment
            • Option 1: Create IAM Role for Cluster Autoscaler Automatically (preferred)
            • Option 2: Create IAM Role for Cluster Autoscaler Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
          • Deploy Cluster Autoscaler
            • What You’ll Need
            • Option 1: Deploy Cluster Autoscaler Automatically (preferred)
            • Option 2: Deploy Cluster Autoscaler Manually
              • Procedure
              • Verify
            • Summary
            • What’s Next
    • Deploy NVIDIA Device Plugin
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Deploy Kiwi (Arrikto vGPU)
      • What You’ll Need
      • Procedure
        • Grant Kiwi Components Access to Arrikto’s Private Registry
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Deploy Kiwi Components
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
    • Expose EKF
      • What You’ll Need
      • Procedure
        • Expose EKF on AWS
          • Expose EKF on AWS with ALB
            • Create Hosted Zone
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create Hosted Zone Automatically (preferred)
              • Option 2: Create Hosted Zone Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Create IAM Role for ExternalDNS
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create IAM Role for ExternalDNS Automatically (preferred)
              • Option 2: Create IAM Role for ExternalDNS Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy ExternalDNS
              • What You’ll Need
              • Option 1: Deploy ExternalDNS Automatically (preferred)
              • Option 2: Deploy ExternalDNS Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Create ACM Certificate
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create ACM Certificate Automatically (preferred)
              • Option 2: Create ACM Certificate Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy cert-manager
              • What You’ll Need
              • Option 1: Deploy cert-manager Automatically (preferred)
              • Option 2: Deploy cert-manager Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Create IAM Role for AWS Load Balancer Controller
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create IAM Role for AWS Load Balancer Controller Automatically (preferred)
              • Option 2: Create IAM Role for AWS Load Balancer Controller Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy AWS Load Balancer Controller
              • What You’ll Need
              • Option 1: Deploy AWS Load Balancer Controller Automatically (preferred)
              • Option 2: Deploy AWS Load Balancer Controller Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Configure ALB Subnets
              • What You ‘ll Need
              • Option 1: Configure ALB Subnets Automatically (preferred)
              • Option 2: Configure ALB Subnets Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy NGINX Ingress Controller
              • What You’ll Need
              • Option 1: Deploy NGINX Ingress Controller Automatically (preferred)
              • Option 2: Deploy NGINX Ingress Controller Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Expose Istio
              • What You’ll Need
              • Option 1: Expose Istio Automatically (preferred)
              • Option 2: Expose Istio Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
          • Expose EKF on AWS with ELB
            • Deploy cert-manager
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Configure ELB Subnets
              • What You ‘ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Deploy NGINX Ingress Controller
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Expose Istio
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
        • Expose EKF on Azure
          • Deploy cert-manager
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Deploy NGINX Ingress Controller
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Expose Istio
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
        • Expose EKF on Google Cloud
          • Deploy NGINX Ingress Controller
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Create Cloud DNS Managed Zone
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Deploy ExternalDNS
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Assign FQDN to GCLB
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Deploy cert-manager
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Expose Istio
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
    • Expose Serving
      • What You’ll Need
      • Procedure
        • Expose Serving on AWS
          • Expose Serving on AWS with ALB
            • Create Hosted Zone
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create Hosted Zone Automatically (preferred)
              • Option 2: Create Hosted Zone Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Create IAM Role for ExternalDNS
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create IAM Role for ExternalDNS Automatically (preferred)
              • Option 2: Create IAM Role for ExternalDNS Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy ExternalDNS
              • What You’ll Need
              • Option 1: Deploy ExternalDNS Automatically (preferred)
              • Option 2: Deploy ExternalDNS Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Create ACM Certificate
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create ACM Certificate Automatically (preferred)
              • Option 2: Create ACM Certificate Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy cert-manager
              • What You’ll Need
              • Option 1: Deploy cert-manager Automatically (preferred)
              • Option 2: Deploy cert-manager Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Create IAM Role for AWS Load Balancer Controller
              • What You’ll Need
              • Check Your Environment
              • Option 1: Create IAM Role for AWS Load Balancer Controller Automatically (preferred)
              • Option 2: Create IAM Role for AWS Load Balancer Controller Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy AWS Load Balancer Controller
              • What You’ll Need
              • Option 1: Deploy AWS Load Balancer Controller Automatically (preferred)
              • Option 2: Deploy AWS Load Balancer Controller Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Configure ALB Subnets
              • What You ‘ll Need
              • Option 1: Configure ALB Subnets Automatically (preferred)
              • Option 2: Configure ALB Subnets Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Deploy NGINX Ingress Controller
              • What You’ll Need
              • Option 1: Deploy NGINX Ingress Controller Automatically (preferred)
              • Option 2: Deploy NGINX Ingress Controller Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Configure KServe
              • What You’ll Need
              • Option 1: Configure KServe Automatically (preferred)
              • Option 2: Configure KServe Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
            • Expose Istio
              • What You’ll Need
              • Option 1: Expose Istio Automatically (preferred)
              • Option 2: Expose Istio Manually
                • Procedure
                • Verify
              • Summary
              • What’s Next
          • Expose Serving on AWS with ELB
            • Deploy cert-manager
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Configure ELB Subnets
              • What You ‘ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Deploy NGINX Ingress Controller
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Configure KServe
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Expose Istio
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
        • Expose Serving on Azure
          • Deploy cert-manager
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Deploy NGINX Ingress Controller
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Configure KServe
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Expose Istio
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
        • Expose Serving on Google Cloud
          • Deploy NGINX Ingress Controller
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Create Cloud DNS Managed Zone
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Deploy ExternalDNS
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Assign FQDN to GCLB
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Deploy cert-manager
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Configure KServe
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Expose Istio
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
    • Troubleshooting FAQ
      • Rok cleanup is stuck
        • Reason
        • Workaround
      • Kubeflow cleanup is stuck
        • Reason
        • Workaround
    • Air gapped Deployments
      • Mirror Arrikto GitOps Repository
        • Procedure
          • Mirror Arrikto GitOps Repository Using Bitbucket
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • Mirror Arrikto GitOps Repository Using GitLab
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • Mirror Arrikto GitOps Repository Manually Using Git
            • Procedure
              • Create Internal Git Repository
                • What You’ll Need
                • Procedure
                • Summary
                • What’s Next
              • Fetch Arrikto GitOps Repository Locally
                • What You’ll Need
                • Procedure
                • Summary
                • What’s Next
              • Mirror Arrikto GitOps Repository
                • What You’ll Need
                • Procedure
                • Summary
                • What’s Next
      • Mirror Images to Internal Registry
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Patch All Images for Your Deployment
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Use Mirrored Kale Python Image
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
  • Integrations
    • GitLab
      • Deploy GitLab
      • Add Kubernetes Cluster to GitLab
    • Identity Providers (OIDC)
      • What You’ll Need
      • Procedure
        • GitLab
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Google
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Okta
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • PingID
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Azure AD
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • AWS Cognito
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
    • AuthService
      • Introduction
        • What is the problem?
        • Cloud-Native Proxies
        • The AuthService
      • Configure the AuthService
        • Control Access Based on Groups
    • Rok Registry Authentication
      • What You’ll Need
      • Configuration Settings
      • Configure Social Providers
        • 1. Register an Application
        • 2. Edit Manifests
          • Enable the Social Authentication Method
          • Configure Social Providers
          • Configure Client Secrets
          • Create the Secret Generator
          • Allow Email Symbols (optional)
        • 3. Commit Changes
        • 4. Apply changes
      • Summary
      • What’s Next
    • Kustomize
      • Intro
      • Installing multiple kustomizations
  • Upgrades
    • EKF 2.0
      • What You’ll Need
      • Check Your Environment
      • Procedure
        • Upgrade Management Environment
          • What You’ll Need
          • Procedure
            • Upgrade Management Environment on Kubernetes
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Upgrade Management Environment on Docker
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
            • Upgrade Management Environment on Cloud Instance
              • What You’ll Need
              • Procedure
              • Verify
              • Summary
              • What’s Next
        • Switch Release Channel
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Manifests
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade AWS Load Balancer Controller
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade NGINX Ingress Controller
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Serving NGINX Ingress Controller
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Istio
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Dex
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Rok
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade and Scale Up Rok etcd
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Rest Rok Components
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Kubeflow
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Rok Registry etcd
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Rok Registry
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade Cluster Autoscaler
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade NVIDIA Device Plugin
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade ExternalDNS
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Migrate from FluentD to Fluent Bit
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Test Upgrade
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
  • Features
    • GitOps
      • Components of GitOps-Based Deployments
      • Repository Setup
      • EKF GitOps Workflow
        • Naming Conventions
        • Deploy EKF
        • Save Cluster Configuration
        • Marking Progress
        • EKF Upgrade
        • Deployment Best Practices
    • rok-deploy
      • Task Structure
      • List Deployment Tasks
      • Error Handling
      • Input Sources
      • How to Launch rok-deploy
      • Summary
      • What’s Next
    • Pipelines
      • Pipelines from Notebooks
        • Annotate Cells
          • Annotate One Cell
          • Annotate Multiple Cells
        • Kale Notebook Cell Types
          • Imports Cells
            • Purpose
            • Annotate Imports Cells
          • Functions Cells
            • Purpose
            • Annotate Functions Cells
          • Pipeline Parameters Cells
            • Hyperparameters
            • Purpose
            • Annotate Pipeline Parameters Cells
          • Pipeline Step Cells
            • Annotate Pipeline Step Cells
            • Step name Parameter
            • Depends on Parameter
            • GPU Parameter
            • DeployConfig Parameter
            • Parallel Pipeline Steps
          • Skip Cells
            • Purpose
            • Annotate Skip Cells
          • Pipeline Metrics Cells
            • Purpose
            • Annotate Pipeline Metrics Cell
        • Run a Pipeline
          • How to Run a Pipeline
          • How Kale Creates a Pipeline Step
          • How Kale Marshals Data
      • Pipelines with the Kale SDK
    • Hyperparameter Tuning
      • Hyperparameters
      • Katib Concepts
        • Experiment
        • Trial
        • Job
      • HP Tuning in Notebooks
        • Prepare Your Notebook
          • Identify a Model
            • Select the Best Performing Model
            • Exclude Other Models
          • Pipeline Parameters Cells
            • Hyperparameters
            • Purpose
            • Annotate Pipeline Parameters Cells
          • Pipeline Metrics Cells
            • Purpose
            • Annotate Pipeline Metrics Cell
        • Set Up a Katib Job
          • Search Space Parameters
          • Search Algorithm
            • Grid Search
            • Random Search
            • Bayesian Optimization
          • Search Objective
            • Reference Metric
            • Type
            • Goal
          • Run Parameters
            • Parallel Trial Count
            • Max Trial Count
            • max Failed Trial Count
      • HP Tuning with the Kale SDK
    • Kubeflow Notebooks
      • Kubernetes Pods and Kubeflow
      • Kubeflow Docker Images and Notebooks
      • Kale Docker Images and Notebooks
      • Rok and Notebook Volumes
    • Rok Snapshotting
      • Kale Kubeflow Pipeline and Rok Snapshots
      • Kubeflow Pipeline and Initial Rok Snapshot
      • Kubeflow Pipeline Steps and Rok Snapshots
      • Rok Snapshot Creation and Rok Buckets
      • Rok Snapshots Outside of I/O Path
      • Rok Snapshots & Environment Restoration
      • Rok Snapshots and Volume Restoration
      • Rok Snapshots and Pipeline Restoration
    • Scaling
      • Upper Bound
      • Time to Scale
      • Challenges
        • Rok etcd Volume Type
        • Rok Readiness
        • Resource Quotas
        • Cloud Provider Capacity
        • Docker Hub Rate Limiting
    • Kiwi
      • Schedule Arrikto vGPUs on Kubernetes
      • Kiwi Scheduler
      • Example Timeline of Kiwi Applications
  • User Guides
    • Administration
      • Configure the garbage collection of Rok tasks
    • Kernel Modules
      • What You’ll Need
      • Procedure
      • Summary
      • What’s Next
    • Authentication and Authorization
      • What’s Next
        • Login with OIDC
          • Step-by-Step Analysis
          • Summary
          • What’s Next
        • Account Creation
          • Step-by-Step Analysis
          • Summary
          • What’s Next
        • Authentication with Kubernetes Service Accounts
          • Step-by-Step Analysis
          • Summary
          • What’s Next
        • Authentication with External Identity Providers
          • What’s Next
            • Authentication with External Identity Providers using Opaque Tokens
              • Step-by-Step Analysis
              • Summary
              • What’s Next
            • Authentication with External Identity Providers Using JWT
              • Step-by-Step Analysis
              • Summary
              • What’s Next
        • Authentication with Cookie
          • Step-by-Step Analysis
          • Summary
          • What’s Next
        • End-to-End User Authentication
          • Step-by-Step Analysis
          • Summary
          • What’s Next
        • Authorization with Kubernetes RBAC
          • Step-by-Step Analysis
          • Summary
          • What’s Next
        • Single Sign-On (SSO)
          • What’s Next
        • Single Logout (SLO)
          • What’s Next
    • Access Services with External Clients
      • What You’ll Need
      • Procedure
        • Create Identity
          • What You’ll Need
          • Procedure
            • Option 1: Create Identity Automatically (preferred)
            • Option 2: Create Identity Manually
          • Summary
          • What’s Next
        • Authorize Identity
          • What You’ll Need
          • Procedure
            • Option 1: Authorize Identity Automatically (preferred)
            • Option 2: Authorize Identity Manually
          • Summary
          • What’s Next
        • Create Short-Lived Token to Authenticate External Client
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
    • Kubeflow Pipelines
      • Access Kubeflow Pipelines
        • What You’ll Need
        • Procedure
          • Access Kubeflow Pipelines from Pod
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • Access Kubeflow Pipelines from External Client
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
      • Pipeline Parameter Macros
        • How to apply a macro
        • One-off runs
        • Recurring runs
        • Timestamp formatting
    • Kale
      • Kale SDK
        • Create a Pipeline
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Data Passing with Volumes
          • What You’ll Need
          • Procedure
            • Volumes and Snapshots
            • Marshal Volume
          • Summary
          • What’s Next
        • Declare Input and Output Data Types
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Run Steps in Parallel
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Create Custom Container Steps
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Create Parameterized Pipelines
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Log KFP Metrics
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Create KFP HTML Artifacts
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Create Conditional Statements
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Create Parallel Steps with Loops
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Set Kubernetes Configurations
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
      • MLMD Integration
        • Log Model
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
      • Katib Integration
        • What You’ll Need
        • Procedure
          • HP Tuning with the Kale SDK
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • HP Tuning with the Kale JupyterLab Extension
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
      • Serving Integration
        • Model Management
          • Model Artifacts
          • Serve a Model Artifact
        • Serving Runtimes
        • Tutorials
          • Serve Scikit Learn Models
            • What You’ll Need
            • Procedure
              • Explore Dataset
              • Serve Scikit Learn Model
              • Get Predictions
            • Summary
            • What’s Next
          • Serve TensorFlow Models
            • What You’ll Need
            • Procedure
              • Explore Dataset
              • Serve TensorFlow Model
              • Get Predictions
            • Summary
            • What’s Next
          • Serve PyTorch Models
            • What You’ll Need
            • Procedure
              • Explore Dataset
              • Serve PyTorch Model
              • Get Predictions
            • Summary
            • What’s Next
          • Serve XGBoost Models
            • What You’ll Need
            • Procedure
              • Explore Dataset
              • Serve XGBoost Model
              • Get Predictions
            • Summary
            • What’s Next
          • Serve LightGBM Models
            • What You’ll Need
            • Procedure
              • Load & Split the Dataset
              • Serve LightGBM Model
              • Get Predictions
            • Summary
            • What’s Next
          • Serve a Python Function using Triton
            • What You’ll Need
            • Procedure
              • Create a Triton Inference Server Python Backend
              • Serve a Python function with Triton
              • Get Predictions
            • Summary
            • What’s Next
          • Serving Runtimes
            • What You’ll Need
            • Procedure
              • Serve the model
              • Get Predictions
            • Summary
            • What’s Next
          • Serve Custom Models
            • Build Custom Model Server Image
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
            • Build Custom Transformer Image
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
            • Serve Custom Model
              • What You’ll Need
              • Procedure
                • Serve Model
                • Get Predictions
              • Summary
              • What’s Next
            • Serve Custom Model with Custom Transformer
              • What You’ll Need
              • Procedure
                • Serve Model
                • Get Predictions
              • Summary
              • What’s Next
            • Serve Custom Model with Transformer Artifact ID
              • What You’ll Need
              • Procedure
                • Create Transformer Artifact ID
                • Serve Model
                • Get Predictions
              • Summary
              • What’s Next
            • Serve Model Artifact ID with Custom Transformer
              • Procedure
                • Create Model Artifact ID
                • Serve Model
                • Get Predictions
              • Summary
              • What’s Next
          • Configure Specs for Model
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • Invoke Existing InferenceService
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • Serve Model from Notebook
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
      • Distributed Training
        • PyTorch Integration
          • What You’ll Need
          • Procedure
            • PyTorch Distributed with Kale
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
            • Example: Create a PyTorch Distributed KFP Step with the Kale SDK
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
            • Example: Configure a PyTorch Distributed KFP Step with the Kale SDK
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
            • Example: Schedule the Learning Rate in a PyTorch Distributed Run
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
        • TensorFlow Keras Integration
          • What You’ll Need
          • Procedure
            • TensorFlow Keras Distributed with Kale
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
            • Example: Create a TensorFlow Keras Distributed KFP Step with the Kale SDK
              • What You’ll Need
              • Procedure
              • Summary
              • What’s Next
      • Use GPUs
        • Use GPU Jupyter Images
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
      • Kale APIs
        • Common
          • Kale Model Artifact
            • Import
            • Attributes
            • Initialization
            • ML Frameworks
          • Kale Transformer Artifact
            • Import
            • Attributes
            • Initialization
        • Serve
          • Kale Serve API
            • Import
            • Attributes
            • Initialization
          • ServeConfig
            • Import
            • Attributes
            • Initialization
        • DeployConfig
          • Import
          • Attributes
          • Initialization
        • DistributedConfig
          • Import
          • Attributes
          • Initialization
    • Kiwi
      • Use Arrikto vGPUs
        • Use Arrikto vGPU for Kubernetes Workload
        • Create Arrikto vGPU-enabled Jupyter Notebook Server
        • Use Arrikto vGPU in Kale Notebook Cell
        • Summary
        • What’s Next
      • Run a Pipeline on Arrikto vGPUs using the Kale SDK
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Enable Kiwi Debug Logs for a Notebook Server
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • KServe
      • Serving on EKF
        • Serving Architecture
          • Request Path
            • Internal Client
            • External Client
            • Using Activator Only When Scaled to Zero
          • Summary
          • What’s Next
        • Configure Serving for Better Performance
          • Resources
            • istio-proxy Sidecar
            • queue-proxy Sidecar
            • Istio Ingress Gateway
          • Knative
            • Activator
            • Autoscaling
          • AuthService Caching
          • Summary
          • What’s Next
        • Performance Evaluation
          • Baseline
            • Single Triton Server
            • Multiple Triton Server per Node
            • Conclusions
          • Serving Overhead
            • Default Setup
            • Modified Setup and Isolated Ingress Gateway
            • Modified Setup and Co-located Ingress Gateway
            • Conclusions
          • Scaling
            • Conclusion
          • External URL
            • Conclusion
          • Summary
          • What’s Next
        • Serving Testbed
          • What You’ll Need
          • Infrastructure
          • Inference Service
          • Clients
            • Hey Usage
              • Concurrency
              • Parallelism
              • Prediction URL
              • Output
          • What’s Next
      • Invoke Existing InferenceService with External Client
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
    • EKF Monitoring
      • Rok Monitoring Stack Architecture
        • Introduction
        • Components
        • Monitoring Targets
          • Physical Nodes
          • Kubernetes
          • EKF Istio
          • Rok Etcd
          • Rok Redis
          • Rok
        • Summary
        • What’s Next
      • Rok Monitoring Stack UIs
        • Access Prometheus UI
        • Access Grafana UI
        • Summary
        • What’s Next
      • Physical Node Monitoring
        • Introduction
        • Metrics
        • Guides
          • Free Node Space Monitoring
            • What You’ll Need
            • Metrics
            • View Grafana Dashboards
            • Summary
            • What’s Next
      • Etcd Monitoring
        • Introduction
        • Metrics
        • View Grafana Dashboard
        • Summary
        • What’s Next
      • Rok Monitoring
        • Introduction
        • Metrics
        • View Grafana Dashboard
        • Summary
        • What’s Next
    • Command execution
      • Examples
        • Import the module
        • Run a command and print to the console
        • Run a command and capture its output
        • Run a command and capture its output, while printing to the console
        • Run a command and write to its stdin
        • Run a command asynchronously
        • Run a command with a timeout
        • Run a command and preserve whitespace
        • Enable logging
        • Create a generic command that accepts parameters
    • Rok
      • Create Rok Volumes
        • Parameters
        • Volume Auto-Recovery
        • Volume Hydration
        • Create Empty RWO PVC on Rok
        • Create Empty RWX PVC on Rok
      • Rok Snapshots
        • Parameters
        • Snapshot PVC Backed by Rok
        • Create Volume from a Kubernetes Snapshot
        • Create PVC from a Rok Resource
        • Create StatefulSet from a Rok Group Resource
      • Access Rok
        • What You’ll Need
        • Procedure
          • Access Rok from Within Cluster
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
          • Access Rok from External Client
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
      • Snapshot Notebook
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Present Notebook
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Snapshot policies for Backup
        • Snapshot policy for Jupyter notebooks
          • Rok UI
            • Create a snapshot policy
            • Configure the version retention policy
          • Rok CLI
            • Create a snapshot policy
            • Configure the version retention policy
      • Update Rok Wheels Inside Your Notebook
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Rok Disk Manager
      • Introduction
      • Selecting Disks
      • Step-by-Step Analysis
        • Select Disks for Rok
        • Assemble RAID Array
        • Allocate Rok Snapshot Space
        • Format Rok Snapshot Space
      • Summary
      • What’s Next
    • Rok Registry
      • Register Rok Cluster with Rok Registry
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Publish Bucket
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Subscribe to Bucket
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
  • Operations Guide
    • Automated Deployments
      • Generate Manifests
        • What You’ll Need
        • Procedure
          • Option 1: Generate Manifests Interactively
          • Option 2: Generate Manifests Non-Interactively
        • Verify
        • Summary
        • What’s Next
      • Non-Interactive EKF Deployment
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Manage Your EKS Cluster
      • Enable Logging
        • Enable Amazon EKS Control Plane Logging
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Create IAM Role for Fluent Bit
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Deploy Fluent Bit
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
      • Share EKS Cluster
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Manage Unhealty Instances
        • What You’ll need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Scale Your EKS Cluster
        • Scale In EKS Cluster
          • What You’ll need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Scale Out EKS Cluster
          • What You’ll need
          • Procedure
          • Verify
          • Summary
          • What’s Next
      • EKS Upgrade
        • Upgrade EKS Control Plane
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade EKS Node Group
          • Upgrade EKS Managed Node Groups
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
          • Upgrade EKS Self-Managed Node Groups
            • What You’ll Need
            • Check Your Environment
            • Procedure
            • Verify
            • Summary
            • What’s Next
        • Configure Rok Scheduler for your Kubernetes Version
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Configure Cluster Autoscaler for your Kubernetes Version
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
      • Back Up Rok etcd EBS Volume
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Increase Rok etcd EBS Volume IOPS
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Manage Your GKE Cluster
      • Create Node Pool
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • GKE Upgrade
        • Upgrade GKE Control Plane
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Upgrade GKE Node Pools
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Update Maintenance Exclusion
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Configure Rok Scheduler for your Kubernetes Version
          • What You’ll Need
          • Check Your Environment
          • Procedure
          • Verify
          • Summary
          • What’s Next
    • Manage Your AKS Cluster
      • Enable Azure Monitor
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Manage Rok etcd
      • Scale Up Rok etcd
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Scale Down Rok etcd
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Restore Failing Rok etcd Member
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Manage Authentication
      • Configure AuthService to Use Specific Authentication Methods
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Configure AuthService Audiences
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Enable AuthService Caching Mechanism
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Configure Default Retention Policy for New Buckets
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Update Retention Policy of all Buckets
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Create Privileged Notebook Server
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Migrate EKF Cluster
      • Back Up EKF cluster
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Restore EKF cluster
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Manage Your Kubeflow Deployment
      • Create Profile
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Share Namespace
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Share Namespace with OIDC Group
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Delete Profile
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Configure Notebook Culling
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Spin Up Notebooks with Image from Private Registry
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Configure Jupyter Web App
        • Extend List of JWA Default Images
          • What You’ll Need
          • Procedure
          • What’s Next
        • Extend List of JWA Preselected Configurations
          • What You’ll Need
          • Procedure
          • What’s Next
      • Configure Default Snapshot Policy for Notebooks
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Configure Default Retention Policy for Notebook Snapshots
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Clean Up KFP Artifacts from MinIO
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Configure Argo Workflow Executor
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Create Custom Kale Image
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Configure Custom Kale Python Image
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Switch Between Host-based and Path-based Serving
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Manage Security Policies With Kyverno
      • Add Security Policy
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Disable Security Policy
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Enable or Disable Kyverno In User Namespaces
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Manage Networking
      • Identify the Public IP Address of Your Management Environment
        • Procedure
          • Identify the Public IP Address of Your Cloud Instance
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
      • Identify Outbound IP Adresses
        • Procedure
          • Identify Outbound IP Addresses on EKS
            • What You’ll Need
            • Procedure
            • Summary
            • What’s Next
      • Authorize Inbound Traffic
        • Authorize Inbound Traffic for Your EKF Deployment
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Authorize Inbound Traffic for Your Rok Sync Daemon
          • What You’ll Need
          • Procedure
          • Summary
          • What’s Next
        • Authorize Inbound Traffic for Your EKS Cluster from Your Management Environment
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
    • Manage Your Rok Registry Cluster
      • Issue Token for Rok Registry User
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Add an internal GitHub repository as a backup GitOps remote
      • What You’ll Need
      • Procedure
      • Summary
      • What’s Next
    • Set Up Cluster-Wide Authenticated Access to a Docker Registry
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Disable Automatic Profile Creation
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Scale In Kubernetes Cluster
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Protect Pods from OOM conditions and CPU starvation
      • Protect System Pods from OOM conditions
        • Protect Rok System Pods
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Protect Rok External Services Pods
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Protect Arrikto EKF Pods
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
      • Protect System Pods from CPU starvation
        • Protect Rok System Pods
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Protect Arrikto EKF Pods
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
    • Add Static Users in Dex
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Hot-Patch an Arbitrary Image in Your Deployment
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Expose TokenRequest API for External Clients
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Configure Syncing
      • Set Up Rok Registry Admin
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Configure Default Rok Registry URL
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Expose Sync Daemon
        • What You’ll Need
        • Procedure
          • Expose Sync Daemon on AWS
            • What You’ll Need
            • Procedure
            • Verify
            • Summary
            • What’s Next
      • Announce Sync Daemon Address
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Trust Custom CA
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Add Extra Resources To All User Namespaces
      • What You’ll Need
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Gather Logs for Troubleshooting
      • Gather Logs for Troubleshooting
        • What You’ll Need
        • Option 1: Gather Logs Automatically (preferred)
        • Option 2: Gather Logs Manually
          • Procedure
        • Summary
        • What’s Next
      • Send Logs to Arrikto for Troubleshooting
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
      • Retrieve Rok Task Logs
        • What You’ll Need
        • Procedure
        • Summary
        • What’s Next
    • Recover RWX Volume After Node Failure
      • What You’ll Need
      • Check Your Environment
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Recover Pods From Out of Space Errors
      • What You’ll Need
      • Check Your Environment
      • Procedure
      • Verify
      • Summary
      • What’s Next
    • Manage Your Rok Monitoring Stack
      • Grant Rok Monitoring Stack Admin Privileges
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Revoke Rok Monitoring Stack Admin Privileges
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
    • Handle Degraded Nodes
      • What You’ll Need
      • Procedure
        • Cordon Degraded Nodes
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
        • Drain Degraded Nodes
          • What You’ll Need
          • Procedure
          • Verify
          • Summary
          • What’s Next
    • Manage Your Kiwi-enabled GPUs
      • Configure Time Window for Exclusive GPU Access
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Enable or Disable Kiwi Scheduler
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
  • Clean Up
    • What You’ll Need
    • Procedure
      • Clean Up Applications Using Rok
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Clean Up Rok Scheduler
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Clean Up Rok Components
        • What You’ll Need
        • Check Your Environment
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Clean Up Storage
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Clean Up Cloud Identity
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
      • Clean Up Kubernetes Cluster
        • What You’ll Need
        • Procedure
        • Verify
        • Summary
        • What’s Next
  • News
    • Version 2.0.2 (Aurora)
      • Ease of Use
        • EKF Components Versions
      • Bug Fixes
        • Stability
    • Version 2.0.1 (Aurora)
      • Latest and Greatest
        • Support for Kubernetes 1.23
      • Bug fixes
        • Stability
      • Security
        • Remove Critical CVEs
      • Ease of Use
        • Arrikto Skin
    • Version 2.0 (Aurora)
      • Serving
        • Path-based Serving
        • Migration to KServe
        • Serving APIs (Technical Preview)
      • Portability
        • EKF Cluster Migration
      • Security
        • Additional Authentication Methods with External Identity Providers
        • Migrate Rok Images to Debian Buster
        • Remove Critical CVEs
        • Network Mesh
        • Restrict Privileged Containers Execution
        • Kubeflow Backends Protection
      • ML Workflow
        • Restore Notebook from a Rok Snapshot
      • High Availability
        • Etcd Replication
      • Ease of Use
        • New Notebook Wizard
        • Sorting and Filtering
        • Notebooks and Volumes Details Pages
        • Link Everything Across Kubeflow Web Apps
        • Generate Manifests for EKF deployment
        • Non-interactive EKF installation
        • Retention Policies
      • Latest and Greatest
        • Support for Kubernetes 1.22
        • EKF with Kubeflow 1.5
        • Rok with Etcd 3.5.4
      • Infra Optimization/Enablement
        • Kiwi (Technical Preview)
      • Bug Fixes
        • Stability
        • Improve how Kale Uses MLMD
        • Kale Retry Strategy Parameters
        • Kale Logging
        • No Status in Notebook CR
        • PVC Viewer Culling
      • Known Issues
        • Switch to Emissary Argo Executor
    • Version 1.5.3 (Ultramarine)
      • Bug Fixes
    • Version 1.5.2 (Ultramarine)
      • Security
        • Remove Critical CVEs
      • Improvements/Bugfixes
        • Take Into Account Type Hints in Kale Conditional Statements
        • Accept Hundreds of New Connections on Rok Controller
        • Fix Race on Garbage Collection Tasks
        • Fix Kernel Bug Leading to Failed Snapshots
        • Fix Bug in Rok CSI Driver Volume Provisioning Response
    • Version 1.5.1 (Ultramarine)
      • Bug Fixes
    • Version 1.5 (Ultramarine)
      • Security
        • Configure AuthService Audiences
      • Improvements
        • Configure Authentication Methods
    • Version 1.5-rc4 (Ultramarine)
      • Security
        • Remove Critical CVEs
      • Improvement/Bugfix
        • Support Bound Service Account Tokens on Kubernetes 1.21
        • Delete Rok Accounts Properly
    • Version 1.5-rc3 (Ultramarine)
      • Serving
        • End-to-End Network Performance Evaluation for Serving
      • Security
        • Authenticate External Applications with Identity Providers
      • Portability
        • Support Rok Registry on Google Cloud
      • Improvement/Bugfix
        • Mitigate CoreDNS Flooding Caused by Knative Inference Services
    • Version 1.5-rc2 (Ultramarine)
      • Serving
        • Enable AuthService Cache
      • Integrations
        • Integrate EKF with AWS Cognito
      • Latest and Greatest
        • Support for Kubernetes 1.21
    • Version 1.5-rc1 (Ultramarine)
      • Portability
        • Lift and Shift an Arrikto EKF Cluster
      • Serving
        • Access to KFServing from Outside the Cluster
        • End-to-End Network Performance Evaluation for Serving
      • Security
        • Secure Traffic of Served Model with Istio
        • Usage of Istio Sidecar with mTLS
        • Security Report
        • Namespaced Pipeline Definitions
        • Remove Contributors UI from Central Dashboard
      • Infra Optimization/Enablement
        • Capacity Tracking for Local Volumes in Kubernetes
        • View Resources Across All Namespaces in EKF Dashboard
        • Fine-Grained Control for Kale Pipelines
        • Monitoring Dashboard
      • ML Workflow
        • Pipeline Looping with Kale
        • Kale Step Functions with Keyword Arguments
        • Support Type Hints for Step Definitions in the Kale SDK
        • Distributed Training with Kale and PyTorch
      • Ease of Use
        • Kale Images with GPU Support
        • Kale-powered VSCode Νotebook Ιmage
      • Automation
        • Automate the Log Gathering Process
        • Enhance Deployment Automation Process (AWS)
      • Integrations
        • Integrate EKF with Azure AD
      • Latest and Greatest
        • Support for Kubernetes 1.20
        • Upgrade CSI Snapshot CRDs from v1alpha1 to v1beta1
        • Ship Kale Notebook Images with Python 3.8
        • Support for JupyterLab 3.X
      • Improvement/Bugfix
        • Configurable Rok Registry URL
        • Support the KFP Caching Mechanism
    • Version 1.4.4 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4.3 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4.2 (Titanium)
      • Bug Fixes
    • Version 1.4.1 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4 (Titanium)
      • New features
      • Bug Fixes
      • Known Issues
    • Version 1.4-rc8 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4-rc7 (Titanium)
      • Bug Fixes
    • Version 1.4-rc6 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4-rc5 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4-rc4 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4-rc3 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4-rc2 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.4-rc1 (Titanium)
      • New features
      • Bug Fixes
    • Version 1.3.1 (Sapphire)
      • New features
    • Version 1.3 (Sapphire)
      • New features
      • Bug Fixes
    • Version 1.3-rc8 (Sapphire)
      • New features
      • Bug Fixes
    • Version 1.3-rc7 (Sapphire)
      • New features
      • Bug Fixes
    • Version 1.3-rc6 (Sapphire)
      • New features
    • Version 1.3-rc5 (Sapphire)
      • Bug Fixes
    • Version 1.3-rc4 (Sapphire)
      • Bug Fixes
    • Version 1.3-rc3 (Sapphire)
      • New features
    • Version 1.3-rc2 (Sapphire)
      • New features
    • Version 1.3-rc1 (Sapphire)
      • New features
      • Bug Fixes
    • Version 1.2.2 (Ruby)
      • Bug Fixes
    • Version 1.2.1 (Ruby)
      • Bug Fixes
    • Version 1.2 (Ruby)
      • New features
      • Bug Fixes
    • Version 1.2-rc2 (Ruby)
      • New features
      • Bug Fixes
    • Version 1.2-rc1 (Ruby)
      • New features
      • Bug Fixes
    • Version 1.1.1 (Quartz)
      • Bug Fixes
    • Version 1.1 (Quartz)
      • New features
      • Bug Fixes
    • Version 1.1-rc8 (Quartz)
      • New features
    • Version 1.1-rc7 (Quartz)
      • New features
    • Version 1.1-rc6 (Quartz)
      • New features
    • Version 1.1-rc5 (Quartz)
      • Bug Fixes
    • Version 1.1-rc4 (Quartz)
      • New features
    • Version 1.1-rc3 (Quartz)
    • Version 1.1-rc2 (Quartz)
    • Version 1.1-rc1 (Quartz)
      • Bug Fixes
    • Version 1.0 (Platinum)
      • New features
    • Version 1.0-rc6 (Platinum)
      • Bug Fixes
    • Version 1.0-rc5 (Platinum)
    • Version 1.0-rc4 (Platinum)
      • Bug Fixes
    • Version 1.0-rc3 (Platinum)
    • Version 1.0-rc2 (Platinum)
      • Bug Fixes
    • Version 1.0-rc1 (Platinum)
      • Bug Fixes
    • Version 0.15.1 (Onyx)
      • Bug Fixes
    • Version 0.15 (Onyx)
      • New features
      • Bug Fixes
    • Version 0.14.1 (Nephrite)
      • New features
      • Bug Fixes
    • Version 0.14 (Nephrite)
      • New features
      • Incompatible/important changes
      • Bug Fixes
    • Version 0.13 (Marble)
      • New features
      • Incompatible/important changes
      • Bug Fixes
    • Version 0.13-rc1 (Marble)
      • Bug Fixes
    • Version 0.12 (Lignite)
      • New features
      • Bug Fixes
    • Version 0.12-rc1 (Lignite)
      • Bug Fixes
    • Version 0.11.1 (Kryptonite)
      • Bug Fixes
    • Version 0.11 (Kryptonite)
      • New features
      • Bug Fixes
    • Version 0.11-rc1 (Kryptonite)
      • Bug Fixes
      • Incompatible/important changes
    • Version 0.10.3 (Jade)
      • New features
      • Bug Fixes
    • Version 0.10.2 (Jade)
      • New features
    • Version 0.10.1 (Jade)
      • New features
      • Bug Fixes
    • Version 0.10 (Jade)
      • New features
      • Known Issues
      • Incompatible/important changes
    • Version 0.10-rc1 (Jade)
      • Bug Fixes
    • Version 0.9 (Iron)
      • New features
      • Known Issues
    • Version 0.9-rc3 (Iron)
      • Bug Fixes
    • Version 0.9-rc2 (Iron)
      • Bug Fixes
    • Version 0.9-rc1 (Iron)
      • Bug Fixes
    • Version 0.8.1 (Hematite)
      • Bug Fixes
    • Version 0.8 (Hematite)
      • New features
      • Bug Fixes
    • Version 0.8-rc1 (Hematite)
      • Bug Fixes
    • Version 0.7.2 (Granite)
      • Bug Fixes
    • Version 0.7.1 (Granite)
      • Bug Fixes
    • Version 0.7 (Granite)
      • New features
      • Known Issues
    • Version 0.7-rc2
      • Bug Fixes
    • Version 0.7-rc1 (Granite)
      • Bug Fixes
    • Version 0.6.2 (Flint)
      • Bug Fixes
    • Version 0.6.1 (Flint)
      • Bug Fixes
    • Version 0.6 (Flint)
      • New features
      • Known issues
    • Version 0.6-rc4 (Flint)
      • Bug Fixes
    • Version 0.6-rc3 (Flint)
      • Bug Fixes
    • Version 0.6-rc2 (Flint)
      • Bug Fixes
    • Version 0.6-rc1 (Flint)
      • Bug Fixes
    • Version 0.5 (Emerald)
      • New features
    • Version 0.4.5 (Diamond)
      • Bugfixes
    • Version 0.4.4 (Diamond)
      • New features
    • Version 0.4.3 (Diamond)
      • Bugfixes
    • Version 0.4.2 (Diamond)
      • New features
    • Version 0.4.1 (Diamond)
      • Bugfixes
    • Version 0.4 (Diamond)
      • Incompatible/important changes
      • New features
      • New dependencies
      • Known issues
    • Version 0.3 (Celestite)
    • Version 0.2-rc1 (Beryl)
    • Version 0.2 (Beryl)
    • Version 0.1 (Amethyst)
    • Version 0.1-rc1 (Amethyst)
  • Changelog
    • Version 2.0.2 (Aurora)
      • New Features
      • Bug Fixes
    • Version 2.0.1 (Aurora)
      • New Features
      • Bug Fixes
    • Version 2.0 (Aurora)
      • New Features
      • Bug Fixes
      • Bug Fixes
    • Version 2.0-rc3 (Aurora)
      • New Features
      • Bug Fixes
    • Version 2.0-rc2 (Aurora)
      • New Features
      • Bug Fixes
    • Version 2.0-rc1 (Aurora)
      • New Features
      • Bug Fixes
    • Version 1.5.3 (Ultramarine)
      • New Features
      • Bug Fixes
    • Version 1.5.2 (Ultramarine)
      • New Features
      • Bug Fixes
    • Version 1.5.1 (Ultramarine)
      • New Features
      • Bug Fixes
    • Version 1.5 (Ultramarine)
      • New Features
      • Bug Fixes
    • Version 1.5-rc4 (Ultramarine)
      • New Features
      • Bug Fixes
      • Known Issues
    • Version 1.5-rc3 (Ultramarine)
      • New features
      • Bug Fixes
    • Version 1.5-rc2 (Ultramarine)
      • New Features
      • Bug Fixes
    • Version 1.5-rc1 (Ultramarine)
      • New features
      • Bug Fixes
    • Version 1.4.4 (Titanium)
    • Version 1.4.3 (Titanium)
    • Version 1.4.2 (Titanium)
    • Version 1.4.1 (Titanium)
    • Version 1.4 (Titanium)
    • Version 1.3.1 (Sapphire)
    • Version 1.3 (Sapphire)
    • Version 1.2.2 (Ruby)
    • Version 1.2.1 (Ruby)
    • Version 1.2 (Ruby)
    • Version 1.1.1 (Quartz)
    • Version 1.1 (Quartz)
    • Version 1.0 (Platinum)
    • Version 0.15.1 (Onyx)
    • Version 0.15 (Onyx)
    • Version 0.14.1 (Nephrite)
    • Version 0.14 (Nephrite)
    • Version 0.13 (Marble)
    • Version 0.12 (Lignite)
    • Version 0.11.1 (Kryptonite)
    • Version 0.11 (Kryptonite)
    • Version 0.10.3 (Jade)
    • Version 0.10.2 (Jade)
    • Version 0.10.1 (Jade)
    • Version 0.10 (Jade)
    • Version 0.9 (Iron)
    • Version 0.8.1 (Hematite)
    • Version 0.8 (Hematite)
    • Version 0.7.2 (Granite)
    • Version 0.7.1 (Granite)
    • Version 0.7 (Granite)
    • Version 0.6.2 (Flint)
    • Version 0.6.1 (Flint)
    • Version 0.6 (Flint)
    • Version 0.5 (Emerald)
    • Version 0.4.5 (Diamond)
    • Version 0.4.4 (Diamond)
    • Version 0.4.3 (Diamond)
    • Version 0.4.2 (Diamond)
    • Version 0.4.1 (Diamond)
    • Version 0.4 (Diamond)
    • Version 0.3 (Celestite)
    • Version 0.2 (Beryl)
    • Version 0.1 (Amethyst)

Manage Your Kubeflow Deployment¶

This guide will walk you through managing your Kubeflow deployment. It assumes you have already installed Arrikto Enterprise Kubeflow.

Overview

  • Create Profile
  • Share Namespace
  • Share Namespace with OIDC Group
  • Delete Profile
  • Configure Notebook Culling
  • Spin Up Notebooks with Image from Private Registry
  • Configure Jupyter Web App
  • Configure Default Snapshot Policy for Notebooks
  • Configure Default Retention Policy for Notebook Snapshots
  • Clean Up KFP Artifacts from MinIO
  • Configure Argo Workflow Executor
  • Create Custom Kale Image
  • Configure Custom Kale Python Image
  • Switch Between Host-based and Path-based Serving
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Build 2.0.2 (release-2.0)