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Best Practices
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New Certificate
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Continuous Integration
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Clusters
Create
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Create
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Create
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Break Glass Access
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Audit Log Aggregation
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Self Hosted Controller
Self Hosted Controller
Overview
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Installation
Installation
Self-hosted Controller on EKS
Self-hosted Controller on GKE
Self-hosted Controller on Baremetal/VM
Installation using Helm Chart
Installation using Helm Chart
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Configuration
FIPS Compliant Controller
ConfigBuilder CLI Tool
ConfigBuilder CLI Tool
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Upgrade
Backup & Restore
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Support Matrix
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RCTL Commands
Self Hosted Controller
Terraform
GPU PaaS
Partners
Partners
Overview
Operations
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AI/ML
AI/ML
Overview
GPU PaaS
GPU PaaS
Overview
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Administration
Overview
Architectures
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Managed Compute Instances & Services
Multi Tenancy
Multi Tenancy
Overview
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Controls
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End Users
Overview
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GPU Cloud Providers
Overview
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MLOps Platform
MLOps Platform
Overview
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Unique Capabilities
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Benefits
Support Matrix
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Installation
Overview
Authentication
Kubernetes
Kubernetes
Design
Requirements
Setup
Configure
Deployment
Day 2
Destroy
Troubleshoot
GCP
GCP
Design
Requirements
Costs
Setup
Configure
Deployment
Resource Quotas
Day 2
Destroy
Troubleshoot
Integrations
Integrations
Google BigQuery
Google Cloud Storage
User Guide
User Guide
Overview
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Auto ML
Auto ML
Overview
Katib
Feature Store
Feature Store
Overview
Feast
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Model Monitoring
Model Monitoring
Overview
Evidently
Phoenix Arize
Model Visualization
Model Visualization
Overview
Concepts
Considerations
PyTorch
Notebooks
Notebooks
Overview
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Images
Build Images in Notebook
Troubleshooting
Pipelines
Pipelines
Overview
Distributed Training
Distributed Training
Overview
Administrators
User
Model Registry
Model Registry
Overview
Operations
Get Started
Get Started
Overview
Basic Pipeline
Basic Pipeline
Overview
Iris Dataset
MLOps Pipeline
Deep Learning Pipeline
Deep Learning Pipeline
Overview
Titanic Dataset
DL MLOps Pipeline
Feature Store
Feature Store
Feature View
Katib (AutoML)
Katib (AutoML)
Overview
Explainer
AutoML
Training in Notebook
Training in Notebook
PyTorch Basic
PyTorch Distributed
TensorFlow
Ray as a Service
Ray as a Service
Overview
Benefits
Support Matrix
Design
Design
Design
Ray
kubeRay
Custom Scheduler
Administration
Administration
Setup
Configure
Onboard New User
Monitor
Troubleshoot
Users
Users
Launch
Troubleshoot
Use
Ray Dashboard
Ray Serve
Get Started
Get Started
Overview
Simple
Request GPU
Batch
Distributed Training
Distributed Training
PyTorch
TensorFlow
Generative AI
Generative AI
Overview
Get Started
Get Started
Overview
Kubernetes Mgmt
Access Control
Access Control
IDP RBAC
IDP RBAC
Overview
Alerts
Notifications
Alerts & Notifications
Alerts & Notifications
Alerts
Notifications
Amazon EKS
Amazon EKS
Home
Backup/Restore
Backup/Restore
Overview
Part 1: Setup Environment
Part 2: Create Resources
Part 3: Backup/Restore
Blue/Green Upgrade
Blue/Green Upgrade
Overview
Part 1: Setup
Part 2: Provision
Part 3: Workload
Part 4: Deprovision
Cluster Lifecycle
Cluster Lifecycle
Overview
Prerequisites
Part 1: Provision
Part 2: Scale
Part 3: Node Group
Part 4: Upgrade
Part 5: Deprovision
CloudWatch
CloudWatch
Overview
Part 1: Setup
Part 2: Provision
Part 3: Blueprint
Part 4: Deprovision
Cluster Autoscaler
Cluster Autoscaler
Overview
Part 1: Setup
Part 2: Blueprint
Part 3: Provision
Part 4: Workload
Part 5: Deprovision
Custom Networking
Custom Networking
Overview
Provision
Deploy Workload
Deprovision
EFS
EFS
Overview
Part 1: Setup
Part 2: Provision
Part 3: Blueprint
Part 4: Workload
Part 5: Deprovision
EKS System Sync
EKS System Sync
Overview
Part 1: Setup
Part 2: Sync from Git
Part 3: Sync from System
Fleet for EKS
Fleet for EKS
Overview
Part 1: Create & Execute
Part 2: Stop & Delete
External DNS
External DNS
Overview
Part 1: Provision
Part 2: Blueprint
Part 3: Workload
Part 4: Deprovision
Fargate
Fargate
Overview
Provision
Deploy Workload
Deprovision
GitOps
GitOps
Overview
Part 1: Setup
Part 2: Provision
Part 3: Pipeline
Part 4: Utilize
Part 5: Deprovision
GPU
GPU
Overview
Part 1: Setup
Part 2: Provision
Part 3: Blueprint
Part 4: Workload
Part 5: Deprovision
Graviton
Graviton
Overview
Provision
Deploy Workload
Deprovision
Karpenter
Karpenter
Overview
Part 1: Setup
Part 2: Provision
Part 3: Blueprint
Part 4: Workload
Part 5: Upgrade
Part 6: Deprovision
Secrets Manager
Secrets Manager
Overview
Part 1: Provision
Part 2: Blueprint
Part 3: Workload
Part 4: Deprovision
Spot Instances
Spot Instances
Overview
Part 1: Provision
Part 2: Deprovision
Takeover
Takeover
Overview
Import & Takeover
Lifecycle Operations
Deprovision
Standard Operating Model
Standard Operating Model
Overview
Part 1: Setup
Part 2: Provision
Part 3: Deprovision
Triton
Triton
Overview
Part 1: Setup
Part 2: Provision
Part 3: Blueprint
Part 4: Workload
Part 5: Deprovision
Windows
Windows
Overview
Part 1: Provision
Part 2: Workload
Part 3: Deprovision
App Lifecycle
App Lifecycle
Workload Lifecycle
Workload Lifecycle
Overview
Part 1: YAML
Part 2: Helm
Part 3: Update
Multi Stage GitOps Pipeline
Multi Stage GitOps Pipeline
Overview
Part 1: Setup
Part 2: Deploy
Part 3: Pipeline
Part 4: Update
Troubleshooting
Troubleshooting
Overview
Scenario 1: Misconfigured Requests
Scenario 2: Incorrect Container Image
Progressive Rollouts
Progressive Rollouts
Overview
Blue/Green
Blue/Green
Overview
Blue/Green
Canary
Canary
Overview
Canary
Azure AKS
Azure AKS
Home
Backup/Restore
Backup/Restore
Overview
Part 1: Setup Environment
Part 2: Create Resources
Part 3: Backup/Restore
Cluster Lifecycle
Cluster Lifecycle
Overview
Prerequisites
Part 1: Provision
Part 2: Scale
Part 3: Node Pool
Part 4: Upgrade
Part 5: Deprovision
Cluster Takeover
Cluster Takeover
Overview
Part 1: Provision
Part 2: Deprovision
GPU
GPU
Overview
Part 1: Setup
Part 2: Provision
Part 3: Blueprint
Part 4: Workload
Part 5: Deprovision
Standard Operating Model
Standard Operating Model
Overview
Part 1: Setup
Part 2: Provision
Part 3: Deprovision
Basics
Basics
Overview
Prerequisites
Part 1: Create Project
Part 2: User Management
Part 3: Zero Trust Kubectl
Part 4: Namespaces
Part 5: Cluster Blueprints
Part 6: Visibility & Monitoring
Part 7: GitOps Pipelines
Part 8: Policy Management
Part 9: Backup/Restore
Clean Up
Blueprints
Blueprints
Blueprint Lifecycle
Blueprint Lifecycle
Overview
Part 1: Create
Part 2: Update
Part 3: Monitor
Add-Ons and Overrides
Add-Ons and Overrides
Overview
Part 1: Create
Part 2: Utilize
Drift Detection
Drift Detection
Overview
Part 1: Detect
Part 2: Block
Namespace Synchronization
Namespace Synchronization
Overview
Part 1: Create
Part 2: Manage
Cost Management
Cost Management
Overview
Part 1: Setup
Part 2: Visualization
Part 3: Chargeback/Showback
Environment Manager
Environment Manager
Overview
AWS
AWS
Basics
Basics
RDS
RDS
Overview
Setup
Developer Self-Service
ECS
ECS
Overview
Setup
Provision
Azure
Azure
Basics
Basics
Overview
Setup
Provision
GCP
GCP
Basics
Basics
Overview
Setup
Provision
GitOps
GitOps
AKS System Sync
AKS System Sync
Overview
Part 1: Setup
Part 2: Provision
Part 3: Deprovision
Deployment Strategies
Deployment Strategies
Overview
Setup
Recreate
Rolling Update
Blue-Green
Canary
System Sync
System Sync
Overview
Part 1: Setup
Part 2: Sync Blueprint
Part 3: Sync Workload
EKS System Sync
EKS System Sync
Overview
Part 1: Setup
Part 2: Sync from Git
Part 3: Sync from System
Google GKE
Google GKE
Home
Cluster Lifecycle
Cluster Lifecycle
Overview
Part 1: Provision
Part 2: Scale
Part 3: Upgrade
Part 4: Deprovision
GKE System Sync
GKE System Sync
Overview
Part 1: Setup
Part 2: Sync from Git
Part 3: Sync from System
Kubernetes
Kubernetes
Overview
Install MicroK8s
Kubernetes 101
Kubernetes 101
Part 1: Using Namespaces
Part 2: Using Pods
Part 3: Using Deployments
Part 4: Using Services
Part 5: Using Ingress
Kubernetes 201
Kubernetes 201
Part 1: Using ConfigMaps
Part 2: Using Secrets
Part 3: Using PV
Part 4: Using PVC
Kubernetes 301
Kubernetes 301
Deployments, StatefulSets, DaemonSets
Part 1: Using StatefulSets
Part 2: Using DaemonSets
Kubernetes 401
Kubernetes 401
Part 1: Using Port-Forward
Multi-tenancy
Multi-tenancy
Overview
Project based isolation
Shared clusters
OpenShift
OpenShift
Overview
Part 1: Import Cluster
Part 2: Zero Trust Kubectl
Part 3: Namespaces
Part 4: Cluster Blueprints
Part 5: Visibility & Monitoring
Clean Up
Policy Management
Policy Management
OPA Gatekeeper
OPA Gatekeeper
Overview
Part 1: Setup
Part 2: Policy
Part 3: Blueprint
Part 4: Workload
Turnkey OPA Policies
Turnkey OPA Policies
Overview
Part 1: Setup
Part 2: Apply
Part 3: Test
Troubleshooting
Troubleshooting
Workloads
Workloads
Overview
Scenario 1: Misconfigured Requests
Scenario 2: Incorrect Container Image
Upstream MKS
Upstream MKS
Home
Backup/Restore
Backup/Restore
Overview
Part 1: Setup Environment
Part 2: Create Resources
Part 3: Backup/Restore
Cluster Lifecycle
Cluster Lifecycle
Overview
Part 1: Provision
Part 2: Scale
Part 3: Upgrade
Part 4: Deprovision
GPU
GPU
Overview
Part 1: Setup
Part 2: Blueprint
Part 3: Workload
Managed Storage
Managed Storage
Overview
Part 1: Setup
Part 2: Blueprint
Part 3: Utilize
Part 4: Expand
Standard Operating Model
Standard Operating Model
Overview
Part 1: Setup
Part 2: Provision
Part 3: Deprovision
Windows
Windows
Overview
Part 1: Provision
Part 2: Workload
Part 3: Deprovision
Virtual Machines
Virtual Machines
KubeVirt
KubeVirt
Overview
Part 1: Setup
Part 2: Blueprint
Part 3: Deploy VM
Zero Trust Kubectl
Zero Trust Kubectl
Overview
Controlled Access
Break Glass
Audit Logs
Recipes
Recipes
Overview
Contributors
AI/ML
AI/ML
Overview
K8sGPT
K8sGPT
Overview
Configure
Test
Kuberay
Kuberay
Overview
Configure
Test
AlertManager
AlertManager
Slack
PagerDuty
Opsgenie
Microsoft Teams
ServiceNow
Backup
Backup
CloudCasa
Velero
Velero
Overview
Credentials - IAM Role
Credentials - IAM User
Credentials - MinIO
Use Velero
Cost Management
Cost Management
Overview
Kubecost
StormForge
StormForge
Overview
Configure
Cert-Manager
Cert-Manager
Overview
Create Addon
Use Cert-Manager
Databases
Databases
Redis
InfluxDB
Developer Self-Service
Developer Self-Service
Backstage
Vclusters
Edge
Edge
Zededa
Zededa
Overview
Import Cluster
Provision Cluster
Functions
Functions
Kubeless
Governance
Governance
OPA Gatekeeper
OPA Gatekeeper
Overview
Policies
Examples
Examples
Container without limits configured
Container without probes configured
Pull container images from only ECR registry
Unique Service Selector
Unique Ingress Host
Run Containers only with selective users
Kyverno
Kyverno
Overview
Policies
GPU
GPU
Nvidia GPU Operator
Nvidia GPU Operator
Overview
Install
Test GPU
GPU Simulator
GPU Simulator
Install
Sharing
Sharing
MIG Mixed
MIG Single
Time Slicing
Ingress
Ingress
ALB
ALB
Overview
Create
Configure
Access
Ambassador
Citrix
Kong
Kong
Install Kong
Enable Monitoring
Enable Logging
Sample Application
NGINX
NGINX
Overview
Create Blueprint
Test Workload
ngrok
Traefik
Load Balancer
Load Balancer
MetalLB
MetalLB
Overview
Create
Configure
Access
Logging
Logging
CloudWatch
OpenSearch
OpenSearch
Overview
Create
Configure
Access
Splunk
Splunk Otel Collector
Sumologic
New Relic
Monitoring
Monitoring
Amazon Prometheus
Amazon Prometheus
Overview
Create
Configure
Access
CloudWatch
Datadog Agent
Dynatrace
Grafana
New Relic
OpsVerse Agent
Kube Prometheus Stack
Kube Prometheus Stack
Overview
Configure
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Splunk Connect
Splunk Otel Collector
Network Policy
Network Policy
Overview
Calico
Calico
Install
Test
Cilium
Cilium
AWS CNI
Azure Overlay CNI
Secrets
Secrets
AWS Secrets Manager
AWS Secrets Manager
Overview
Create
Configure
Access
External Secrets
External Secrets
Overview
Create
Configure
Access
Hashicorp Vault
Hashicorp Vault
Overview
Create
Configure
Access
Sealed Secrets
Security
Security
Araali
Kube-bench
Trivy
Service Mesh
Service Mesh
Istio
Istio
Overview
Use Istio
Linkerd
Linkerd
Overview
Use Linkerd
Storage
Storage
MinIO
Ondat
Portworx
Rook Ceph
Rook Ceph
Overview
Install
Utilize
Monitor
Expand
Tracing
Tracing
OpenTelemetry
OpenTelemetry
Overview
Configure
Test
Troubleshooting
Troubleshooting
Sosivio
Blueprints
Blueprints
Overview
About
AI & GenAI
CaaS
Cluster as Service
Cluster as Service
Overview
Amazon EKS
Amazon EKS
Env Manager
Env Manager
Overview
Setup
Provision
Terraform
Terraform
Overview
Prerequisites
Provision
Day-2
Deprovision
Amazon ECS
Amazon ECS
Overview
Setup
Use
Azure AKS
Azure AKS
Terraform
Terraform
Overview
Prerequisites
Provision
Day-2
Deprovision
Google GKE
Google GKE
Overview
Setup
Use
Oracle OKE
Oracle OKE
Overview
Setup
Use
PhoenixNAP
PhoenixNAP
Overview
Setup
Use
VMware
VMware
Overview
Setup
Use
Gen AI/AI
Gen AI/AI
Overview
Amazon ECS
Amazon ECS
Overview
Setup
Use
Amazon EKS
Amazon EKS
Overview
Setup
Use
JupyterHub as Service
JupyterHub as Service
Overview
Setup
Use
Multitenancy
Multitenancy
Overview
Introduction
Controls
Controls
Resource Quotas
Isolated Containers
Network Policy
Cluster Policy
Role based Access
Secure Remote Access
Audit Logging
Cost Allocation
Namespace as Service
Namespace as Service
Overview
Setup
Use
Workspace as Service
Workspace as Service
Overview
Setup
Use
vClusters
vClusters
Overview
Setup
Use
Releases
Releases
Overview
Release Info
Production-SaaS
Production-SaaS
2024
2024
Nov
Oct
Sept
Aug
July
June
May
Apr
Mar
Feb
Jan
2023
2023
Dec
Nov
Oct
Sept
Aug
July
June
May
Apr
Mar
Feb
Jan
2022
2021
2020
2019
Self Hosted Controller
Self Hosted Controller
2024
2024
Nov
Aug
July
June
Apr
Preview-SaaS
Preview-SaaS
Overview
Upcoming
Blog
Blog
Index
Archive
Archive
2024
2023
2022
Categories
Categories
AI
AI Hackathon 2023
AI and Generative AI
AI/ML
AI/ML for Kubernetes
AKS
AKS v1.27
AKS v1.28
AWS
AWS Cross Account
AWS Karpenter
AWS re:Invent 2023
Alerts & Notifications for Kubernetes Clusters
Amazon ECS
Amazon EKS
Amazon EKS Lifecycle Management
Amazon EKS Managed Addon
Amazon EKS v1.25
Amazon EKS v1.26
Amazon EKS v1.27
Amazon EKS v1.28
Amazon EKS v1.29
Amazon EKS v1.31
Amazon VPC CNI
Application Resizing
Aug 2023 Release
Auto Inject Project Name in Cluster Labels
Azure
Azure AKS
Azure Linux Container Host
Backstage
Bare Metal Virtualization
Bare Metal and VM based Environments
Basics of Kubernetes
Best Practices
Break Glass
CIS Compliance
CNI
CPU vs GPU
Challenges
Cluster Templates
Cluster Upgrades
Comparing Custom Schedulers
Compliance
Container Security
Cost
Cost Management
Custom CNI
Custom Scheduling
Dec 2023 release
Declarative Cluster Lifecycle Management
Developer Access
Developer Experience
Developer Self Service
Device Plugin
Discovery
Drift Detection
EBS Volumes
EC2 vs Fargate
EKS Pod Identity Associations
EKSA Bare Metal Cluster
Equinix Metal
Events
Feb 2024 Release
FinOps Role
Fleet
Framebuffer
GKE
GKE v1.28
GPU
GPU Metrics
GPU Operator
GPU Sharing
Gartner IOCS 2023
GenAI
Generative AI
GitOps
Google
GuardDuty
Hands-on Learning
HashiCorp
HashiCorp License Change
IPv6 Only Amazon EKS Clusters using Rafay
IRSA
Imported Clusters
In-Place Upgrade
In-place Upgrades to Amazon EKS v1.27
In-place Upgrades to Amazon EKS v1.28
Infrastructure
Infrastructure Templates
July 2023 Release
June 2023 Release
June 2024 Release
Jupyter Notebook
JupyterHub
Kube-OVN
KubeCon 2023
Kubernetes
Kubernetes Components
Kubernetes Upgrades
Kubernetes for AI/ML
Kubernetes v1.23
Kubernetes v1.26
Kubernetes v1.27
Kubernetes v1.27 and v1.28
Kubernetes v1.28
Kubernetes v1.29
Kubernetes v1.30
MIG
MLOps
May 2023 Release
Memory Utilization
Migration
Multi-tenancy
New Releases
Newsletter
Nov 2023 Release
Nvidia
OPA Gatekeeper
Oct 2023 Release
Oct 2024 Release
Open Source
Org Dashboards for OPA Gatekeeper
Per project settings for notifications
Platform Teams
Pod Identity
Power
Preview Environment
Product Blog
Product Documentation
PyTorch
RCTL CLI
Rafay
Read Only Roles
RedHat Enterprise Linux 9
Requests and Limits
Rocky Linux 9
SM Clock
Security
Solutions for Challenges
Speaker
TensorFlow
Terraform
Training
Updates and Summary
Upgrade Plan
Upgrade to EKS v1.23
Upstream Kubernetes
User Access
VMware vSphere
Vector Database
Virtual Machines
Vulnerability Management
Windows Containers on Kubernetes
Workload Identity
Zero Trust Kubectl
grep
kubectl
plugins
Authors
Authors
Ankur Pandita
Mohan Atreya
Naveen Chakrapani
Hardik Italia
Robbie Gill
Surya Kant Pasayat
David Reta
Abhinav Mishra
Contact
Contact
Overview
Email
Slack
Open Source
Open Source
Open Source
Use Cases
Use Cases
Overview
Cost Optimization
Cost Optimization
Granular Cost Visibility & Chargebacks
Environment and Resource Provisioning
Environment and Resource Provisioning
Standardized Resource Creation for Developers
Cloud Landing Zone Management
Kubernetes Lifecycle Management
Kubernetes Lifecycle Management
Automated AMI Refresh for Compliance
Standardized Cluster Building and Management
Large-scale Upstream Kubernetes for HPC Workloads
Multi-cloud Kubernetes Offering
Centralized Cluster Management and Visibility
Accelerated Release Cycles
Hybrid Cloud Kubernetes Management
On-premises to Cloud Migration
Migration from Other Platforms to Rafay
Migration from Other Platforms to Rafay
Mirantis to Rafay Migration
Rancher to Rafay Migration
Platform-as-a-Service Offerings
Platform-as-a-Service Offerings
Managed Kubernetes Service for Customer Sites
Multi-Tenant Infrastructure & Tooling
Multi-Tenant Infrastructure & Tooling
Multi-Tenant Self-Service Clusters
Standardization and Governance
Standardization and Governance
Consistent Addon Management Across Clusters
Custom Workflow for Updating Kubernetes Addons
Enterprise SSO for Kubernetes RBAC
Centralized Visibility for Compliance and Security
System Templates
System Templates
Overview
System MKS Template
System GKE Template
VMware Schema
¶
Cluster configuration for VMware clusters