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Operations Guide
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Manage Your EKS Cluster
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Scale Your EKS Cluster
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
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
Add Disks for Rok to Use
What You’ll Need
Procedure
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
Enable Pod Identities on AKS
What You’ll Need
Procedure
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
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 Azure
What You’ll Need
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
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 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
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
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
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
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
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 1.5
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 Volume Snapshot CRDs
What You’ll Need
Check Your Environment
Procedure
Verify
What’s Next
Upgrade Rok
What You’ll Need
Procedure
Verify
Summary
What’s Next
Upgrade Kernel Modules
What You’ll Need
Procedure
Summary
What’s Next
Deploy Rok Scheduler
What You’ll Need
Procedure
Verify
Summary
What’s Next
Upgrade Kubeflow
What You’ll Need
Procedure
Verify
Summary
What’s Next
Upgrade Cluster Autoscaler
What You’ll Need
Procedure
Verify
Summary
What’s Next
Upgrade ExternalDNS
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
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
Challenges
Rok etcd Volume Type
Rok Readiness
Resource Quotas
Cloud Provider Capacity
Docker Hub Rate Limiting
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
KFServing Integration
Serve Model from Notebook
What You’ll Need
Procedure
Summary
What’s Next
Configure Kubernetes Spec for Model
What You’ll Need
Procedure
Summary
What’s Next
Invoke Existing InferenceService
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
Use GPUs
Use GPU Jupyter Images
What You’ll Need
Procedure
Verify
Summary
What’s Next
Kale APIs
DeployConfig
Import
Attributes
Initialization
DistributedConfig
Import
Attributes
Initialization
Kale Model Artifact
Import
Attributes
Initialization
ML Frameworks
KFServing
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 to 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
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 FluentD
What You’ll Need
Check Your Environment
Procedure
Verify
Summary
What’s Next
Deploy FluentD
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 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
Create Privileged Notebook Server
What You’ll Need
Procedure
Verify
Summary
What’s Next
Migrate Notebooks
Snapshot and Publish Notebooks
What You’ll Need
Procedure
Verify
Summary
What’s Next
Subscribe and Present Notebooks
What You’ll Need
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
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
Manage Networking
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
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
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
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 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 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 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)
Scale Your EKS Cluster
¶
This guide contains instructions on how to
manually
scale your EKS cluster in and out.
Overview
Scale In EKS Cluster
Scale Out EKS Cluster
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