Sponsor of the Day:
Jerkmate
https://docs.rafay.co/aiml/gpupaas/administration/audit/
Centralized Audit Logs - Rafay Product Documentation
Centralized and Immutable Audit Logs of Admin and User Actions
rafay product documentationaudit logscentralized
https://docs.rafay.co/blueprints/api/
KOP Providers - API - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkopprovidersapi
https://docs.rafay.co/blog/category/sm-clock/
SM Clock - Rafay Product Documentation
Product Documentation
rafay product documentationsmclock
https://docs.rafay.co/aiml/serverless_pods/requirements/
Requirements for Serverless Pods Deployment - Rafay Product Documentation
Infrastructure, network, and cluster requirements for deploying Serverless Pods on Kubernetes.
rafay product documentationrequirementsserverlesspodsdeployment
https://docs.rafay.co/learn/quickstart/kubernetes/statefulset/
Learn Kubernetes 301 - Part 1 - Using StatefulSets - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationlearn kubernetespart 1301using
https://docs.rafay.co/blog/category/cilium/
Cilium - Rafay Product Documentation
Product Documentation
rafay product documentationcilium
https://docs.rafay.co/learn/quickstart/eaas/aws/101-vpc-ecs/provision/
AWS Environment as a Service - Rafay Product Documentation
Learn to use Environment Manager to configure a full user environment with ECS and VPC in AWS
service rafay productaws environmentdocumentation
https://docs.rafay.co/blog/archive/2022/
2022 - Rafay Product Documentation
Product Documentation
rafay product documentation2022
https://docs.rafay.co/recipes/tracing/opentelemetry/overview/
Recipes - OpenTelemetry Overview - Rafay Product Documentation
Official Rafay Recipe for OpenTelemetry
overview rafay productrecipesopentelemetrydocumentation
https://docs.rafay.co/recipes/alertmanager/opsgenie/
KOP Recipes - Opsgenie - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkop recipesopsgenie
https://docs.rafay.co/recipes/gpu/sharing/mig_mixed/mig_mixed/
Multi-Instance GPU (MIG) - Mixed Strategy - Rafay Product Documentation
Spatially Partition your Nvidia GPU using MIG via Mixed Strategy
multi instance gpurafay product documentationmigmixedstrategy
https://docs.rafay.co/selfhosted/fips_controller/
KOP Self Hosted Controller - Controller Installation on EKS (FIPS) - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationself hostedkopcontrollerinstallation
https://docs.rafay.co/blog/category/per-project-settings-for-notifications/
Per project settings for notifications - Rafay Product Documentation
Product Documentation
rafay product documentationper projectsettingsnotifications
https://docs.rafay.co/blog/category/kube-ovn/
Kube-OVN - Rafay Product Documentation
Product Documentation
rafay product documentationkube ovn
https://docs.rafay.co/aiml/gpupaas/users/workspace/
Workspaces - Rafay Product Documentation
Workspaces for Data Scientists, ML Researchers and Developers
rafay product documentationworkspaces
https://docs.rafay.co/usecases/standardization/addon-workflow/
Custom Workflow for Updating Kubernetes Addons - Rafay Product Documentation
Custom Workflow for Updating Kubernetes Addons
rafay product documentationcustom workflowupdatingkubernetesaddons
https://docs.rafay.co/aiml/gpupaas/users/notebook/
Jupyter Notebooks - Rafay Product Documentation
Lifecycle Management of Jupyter Notebooks
rafay product documentationjupyter notebooks
https://docs.rafay.co/aiml/mlops-kubeflow/user/model_visualization/pytorch/
Using TensorBoard via PyTorch - Rafay Product Documentation
How to use TensorBoard from PyTorch
rafay product documentationusingtensorboardviapytorch
https://docs.rafay.co/blog/category/slinky/
Slinky - Rafay Product Documentation
Product Documentation
rafay product documentationslinky
https://docs.rafay.co/blog/category/oct-2025-release/
Oct 2025 Release - Rafay Product Documentation
Product Documentation
release rafay productoct 2025documentation
https://docs.rafay.co/aiml/gpupaas/administration/mt/segmentation/
Network Segmentation - Rafay Product Documentation
Network Segmentation using Logical VPCs powered by kube-ovn
rafay product documentationnetwork segmentation
https://docs.rafay.co/learn/quickstart/mks/mks_hub_cluster/setup/
Setup - Create Cluster Blueprint with Cilium and Hubble - Rafay Product Documentation
Learn how to create a Rafay Cluster Blueprint with Cilium CNI and enable Hubble and Hubble UI.
rafay product documentationsetupcreateclusterblueprint
https://docs.rafay.co/recipes/gpu/sharing/time_slice/time_slice/
GPU Time Slicing - Rafay Product Documentation
Share a GPU with multiple users using a Time Slicing Strategy
rafay product documentationgputimeslicing
https://docs.rafay.co/cli/templating_overview/
KOP RCTL - Templating - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkoptemplating
https://docs.rafay.co/security/custom_ztka/custom_ztka_cli/
KOP CLI - CLI - Rafay Product Documentation
Official Rafay product documentation. Explore
cli rafay productkopdocumentation
https://docs.rafay.co/blog/category/hubble/
Hubble - Rafay Product Documentation
Product Documentation
rafay product documentationhubble
https://docs.rafay.co/blog/author/vijays/
Vijay Samanthapuri - Rafay Product Documentation
Product Documentation
rafay product documentationvijay
https://docs.rafay.co/learn/aiml/gpu-naas/use/
GPU Namespace as a Service - Rafay Product Documentation
Get Started with GPUs within a namespace on Kubernetes
service rafay productgpunamespacedocumentation
https://docs.rafay.co/clusters/aks/aksv3_schema/
V3 Config Schema - Rafay Product Documentation
Product Documentation
rafay product documentationconfig schemav3
https://docs.rafay.co/learn/quickstart/eks/secretsmanager/workload/
Learn KOP - AWS Secrets Manager Workload - Rafay Product Documentation
Official Rafay product documentation. Explore
aws secrets managerrafay product documentationlearn kopworkload
https://docs.rafay.co/selfhosted/airgapped/recollect_logs/
Recollect Logs - Collecting Kubernetes and Node Diagnostics - Rafay Product Documentation
Official documentation for the Recollect (`rcollect`) CLI tool. Learn how to gather and package Kubernetes and node-level diagnostics for troubleshooting with...
rafay product documentationrecollectlogscollectingkubernetes
https://docs.rafay.co/clusters/import/overview/
KOP Import Clusters - Overview - Rafay Product Documentation
Official Rafay product documentation. Explore
clusters overview rafayproduct documentationkopimport
https://docs.rafay.co/blog/category/how-to-guides/
How-To Guides - Rafay Product Documentation
Product Documentation
rafay product documentationguides
https://docs.rafay.co/aiml/slurm-k8s/overview/
Slurm Clusters on Kubernetes - Rafay Product Documentation
End User Self Service access to Slurm Clusters on Kubernetes
kubernetes rafay productslurmclustersdocumentation
https://docs.rafay.co/clusters/aks/visibility/
KOP AKS Clusters - Visibility and Monitoring - Rafay Product Documentation
Official Rafay product documentation. Explore
kop aks clustersrafay product documentationvisibilitymonitoring
https://docs.rafay.co/aiml/mlops-kubeflow/user/training/overview/
Training Operator - Rafay Product Documentation
Overview of the Training Operator
rafay product documentationtraining operator
https://docs.rafay.co/usecases/k8s-lifecycle/release-cycle/
Accelerated Release Cycles - Rafay Product Documentation
Accelerated Release Cycles
rafay product documentationrelease cyclesaccelerated
https://docs.rafay.co/blog/category/june-2023-release/
June 2023 Release - Rafay Product Documentation
Product Documentation
release rafay productjune 2023documentation
https://docs.rafay.co/aiml/mlops-kubeflow/user/notebook/overview/
Notebooks - Rafay Product Documentation
Notebooks as a Service
rafay product documentationnotebooks
https://docs.rafay.co/template_catalog/get_started/vsphere_mks_guide/
Getting Started with MKS on VMware vSphere - Rafay Product Documentation
Learn how to use MKS System Templates for lifecycle management of Kubernetes clusters on VMware vSphere using Rafay's template catalog.
rafay product documentationgetting startedvmware vspheremks
https://docs.rafay.co/aiml/gpupaas/getstarted/enterprise/intro/infra/infra/
Provision Infrastructure - Rafay Product Documentation
Provision Kubernetes with Real or Simulated GPUs
rafay product documentationprovisioninfrastructure
https://docs.rafay.co/clusters/upstream/chaining_mode/
KOP MKS Clusters - Integrating Kube-OVN with Cilium in Chaining Mode - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkube ovnkopmksclusters
https://docs.rafay.co/template_catalog/fleet/fleet_guide/
Get Started with Fleet Environment Template - Rafay Product Documentation
Learn how to use the Fleet Environment Template for bulk environment configuration management using Rafay's Template Catalog
rafay product documentationget startedfleetenvironmenttemplate
https://docs.rafay.co/aiml/gpupaas/administration/compute_instance/
Managed Compute Instances - Rafay Product Documentation
Administrator Managed Compute Instances
rafay product documentationcompute instancesmanaged
https://docs.rafay.co/learn/quickstart/opa_gatekeeper/setup/
Learn KOP - OPA Gatekeeper Setup - Rafay Product Documentation
Official Rafay product documentation. Explore
setup rafay productlearn kopopagatekeeperdocumentation
https://docs.rafay.co/accessproxy/background/
KOP Access Proxy - Background - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkopaccessproxybackground
https://docs.rafay.co/recipes/aiml/kuberay/test/
KOP Recipes - kuberay-operator - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkop recipeskuberayoperator
https://docs.rafay.co/learn/quickstart/eks/autoscaler/setup/
Learn KOP - EKS Cluster Auto Scaler Setup - Rafay Product Documentation
Official Rafay product documentation. Explore
setup rafay productlearn kopeks clusterautoscaler
https://docs.rafay.co/aiml/mlops-kubeflow/install/k8s_only/destroy/
Destroy MLOps Platform on Kubernetes - Rafay Product Documentation
Destroy MLOps Platform on Kubernetes
kubernetes rafay productmlops platformdestroydocumentation
https://docs.rafay.co/blueprints/addon_override_sharing/
Share Cluster Overrides - Rafay Product Documentation
How to share cluster overrides across projects
rafay product documentationshareclusteroverrides
https://docs.rafay.co/releasenotes/2025/gpupaas/july/
Release Notes (GPU PaaS) - July 2025 - Rafay Product Documentation
Release Notes for every GPU PaaS Release in 2025
rafay product documentationrelease notesjuly 2025gpupaas
https://docs.rafay.co/backup/data_agents/
KOP Backup - Data Agent - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationbackup datakopagent
https://docs.rafay.co/blog/category/approvals/
Approvals - Rafay Product Documentation
Product Documentation
rafay product documentationapprovals
https://docs.rafay.co/security/tenancy/namespace/
KOP - Multitenancy - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkopmultitenancy
https://docs.rafay.co/learn/quickstart/eaas/aws/101/selfservice/
Self Service Environments on AWS - Rafay Product Documentation
Learn to use Environment Manager to configure a full user environment in AWS
rafay product documentationself serviceenvironmentsaws
https://docs.rafay.co/clusters/upstream/kubectl_access/
KOP Upstream Clusters - Direct Kubernetes Access - Rafay Product Documentation
kop upstream clustersrafay product documentationkubernetes accessdirect
https://docs.rafay.co/aiml/gpupaas/administration/architectures/
Architectural Approaches - Rafay Product Documentation
Architectural Approaches
rafay product documentationarchitecturalapproaches
https://docs.rafay.co/blog/category/auto-inject-project-name-in-cluster-labels/
Auto Inject Project Name in Cluster Labels - Rafay Product Documentation
Product Documentation
rafay product documentationproject nameautoinjectcluster
https://docs.rafay.co/learn/quickstart/idp/part1/
Learn KOP - Part 1 - Setup - Rafay Product Documentation
Official Rafay product documentation. Explore
learn kop partsetup rafay product1documentation
https://docs.rafay.co/blog/category/hpc/
HPC - Rafay Product Documentation
Product Documentation
rafay product documentationhpc
https://docs.rafay.co/learn/quickstart/mks/som/deprovision/
Learn KOP - Deprovision Environment Resources - Rafay Product Documentation
Official Rafay product documentation. Explore
learn kop deprovisionresources rafay productenvironmentdocumentation
https://docs.rafay.co/cli/overrides_v2/
KOP CLI - Cluster Overrides - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkop cliclusteroverrides
https://docs.rafay.co/blog/category/compile/
Compile - Rafay Product Documentation
Product Documentation
rafay product documentationcompile
https://docs.rafay.co/aiml/gpupaas/csp/paas_bp/
Blueprint Governance Across Organizations - Rafay Product Documentation
Centrally manage blueprints in the system-catalog project and apply them across tenant organizations through shared compute and service profiles
rafay product documentationgovernance acrossblueprintorganizations
https://docs.rafay.co/blog/category/mig/
MIG - Rafay Product Documentation
Product Documentation
rafay product documentationmig
https://docs.rafay.co/backstage/entity_cards/
KOP Backstage - Entity Cards - Rafay Product Documentation
Use Backstage entity cards.
rafay product documentationkopbackstageentitycards
https://docs.rafay.co/releasenotes/2024/dec/
Release Notes (SaaS/Production) - Dec 2024 - Rafay Product Documentation
Release Notes for every release in 2024 rolled out to the Production Environment
release notes saasrafay product documentationdec 2024production
https://docs.rafay.co/clusters/eks/ami_upgrades/
KOP EKS Clusters - AMI Upgrades - Rafay Product Documentation
Official Rafay product documentation. Explore
kop eks clustersrafay product documentationamiupgrades
https://docs.rafay.co/learn/quickstart/mks/backup/part2/
Learn KOP - Part 2 - Create Backup Resources - Rafay Product Documentation
Official Rafay product documentation. Explore
learn kop partresources rafay product2 createbackupdocumentation
https://docs.rafay.co/clusters/edge/simulator/
Edge Simulator - Rafay Product Documentation
How to simulate a real life edge network
rafay product documentationedgesimulator
https://docs.rafay.co/releasenotes/2023/june/
Release Notes (SaaS/Production) - June 2023 - Rafay Product Documentation
Release Notes for every release in 2023 rolled out to the Production Environment
release notes saasrafay product documentationjune 2023production
https://docs.rafay.co/learn/quickstart/applications/gitops-workloads/overview/
GitOps Application Lifecycle - Rafay Product Documentation
This is a multi-part, self paced quick start exercise to experience how to implement a GitOps pipeline to manage application lifecycles.
rafay product documentationapplication lifecyclegitops
https://docs.rafay.co/learn/quickstart/eks/takeover/deprovision/
Learn KOP - Deprovision EKS Cluster - Rafay Product Documentation
Official Rafay product documentation. Explore
learn kop deprovisioncluster rafay producteksdocumentation
https://docs.rafay.co/namespaces/ns_schema/
Namespace Schema - Rafay Product Documentation
Product Documentation
rafay product documentationnamespaceschema
https://docs.rafay.co/aiml/mlops-kubeflow/install/gcp/costs/
Costs - Rafay Product Documentation
rafay product documentationcosts
https://docs.rafay.co/recipes/service-mesh/istio/
Recipes -Istio Service Mesh - Rafay Product Documentation
Configure and Use Istio based Service Mesh using Rafay
istio service meshrafay product documentationrecipes
https://docs.rafay.co/clusters/eks/nodegroups_wavelength/
KOP EKS Clusters - Nodegroups AWS Wavelength - Rafay Product Documentation
Official Rafay product documentation. Explore
kop eks clustersrafay product documentationaws wavelength
https://docs.rafay.co/workloads/workload_types/
Application Lifecycle Management - Rafay Product Documentation
Official Rafay product documentation. Explore
management rafay productapplication lifecycledocumentation
https://docs.rafay.co/blog/category/rocky-linux-9/
Rocky Linux 9 - Rafay Product Documentation
Product Documentation
rocky linux 9rafay product documentation
https://docs.rafay.co/aiml/gpupaas/getstarted/enterprise/intro/sku/compute_sku/
Compute Profile Creation and Management - Rafay Product Documentation
How to create Compute Profiles as a PaaS Administrator
management rafay productprofile creationcomputedocumentation
https://docs.rafay.co/learn/quickstart/ztka/overview/
Learn KOP & ZTKA - Overview - Rafay Product Documentation
Official Rafay product documentation. Explore
overview rafay productlearn kopdocumentation
https://docs.rafay.co/clusters/equinix/nodes/
KOP Upstream Clusters - Provision Servers - Rafay Product Documentation
Official Rafay product documentation. Explore
kop upstream clustersrafay product documentationprovisionservers
https://docs.rafay.co/recipes/service-mesh/linkerd/
Recipes -Linkerd Service Mesh - Rafay Product Documentation
Configure and Use Linkerd based Service Mesh using Rafay
rafay product documentationservice meshrecipeslinkerd
https://docs.rafay.co/clusters/aks/declarative/cli/
KOP AKS Clusters - CLI - Rafay Product Documentation
Official Rafay product documentation. Explore
kop aks clusterscli rafay productdocumentation
https://docs.rafay.co/blog/category/aws-cross-account/
AWS Cross Account - Rafay Product Documentation
Product Documentation
rafay product documentationcross accountaws
https://docs.rafay.co/learn/quickstart/eks/triton/setup/
Configure, Deploy and Operate Nvidia Triton Inference Server - Rafay Product Documentation
Use Rafay to Configure, Deploy and Operate Nvidia Triton Inference Server powered by Nvidia GPUs on Amazon EKS
rafay product documentationinference serverconfiguredeployoperate
https://docs.rafay.co/template_catalog/troubleshooting/
KOP Template Catalog - Troubleshooting - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkoptemplatecatalogtroubleshooting
https://docs.rafay.co/recipes/logging/splunk/splunk/
KOP Recipes - Splunk - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkop recipessplunk
https://docs.rafay.co/blog/category/ui-refresh-and-updates/
UI Refresh and Updates - Rafay Product Documentation
Product Documentation
rafay product documentationuirefreshupdates
https://docs.rafay.co/learn/quickstart/ztka/part1/
Learn KOP - Controlled/Secure KubeCTL access - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationlearn kopcontrolled securekubectlaccess
https://docs.rafay.co/blog/category/gke-v128/
GKE v1.28 - Rafay Product Documentation
Product Documentation
rafay product documentationv1 28gke
https://docs.rafay.co/aiml/gpupaas/csp/smtp_config/
SMTP Configuration - Rafay Product Documentation
Configure and manage SMTP settings at the controller, partner, or organization level to enable system email notifications.
rafay product documentationsmtpconfiguration
https://docs.rafay.co/clusters/eks/faq/
KOP EKS Clusters - FAQ - Rafay Product Documentation
Official Rafay product documentation. Explore
kop eks clustersrafay product documentationfaq
https://docs.rafay.co/releasenotes/2024/aug/
Release Notes (SaaS/Production) - Aug 2024 - Rafay Product Documentation
Release Notes for every release in 2024 rolled out to the Production Environment
release notes saasrafay product documentationaug 2024production
https://docs.rafay.co/integrations/sso/googleworkspace/
KOP Integrations - Google Workspace - Rafay Product Documentation
Official Rafay product documentation. Explore
rafay product documentationkop integrationsgoogle workspace
https://docs.rafay.co/learn/quickstart/mks/clusterlifecycle/upgrade/
Learn KOP - Upgrade MKS Cluster - Rafay Product Documentation
Official Rafay product documentation. Explore
cluster rafay productlearn kopupgrademksdocumentation
https://docs.rafay.co/blog/category/fractional-gpu/
Fractional GPU - Rafay Product Documentation
Product Documentation
rafay product documentationfractionalgpu
https://docs.rafay.co/recipes/functions/overview/
Overview of Serverless on Kubernetes - Rafay Product Documentation
Deploy and Operate Serverless workloads by automatically managing scaling, deployment, and routing of containerized applications.
kubernetes rafay productoverviewserverlessdocumentation
https://docs.rafay.co/blog/category/gpu-virtualization/
GPU Virtualization - Rafay Product Documentation
Product Documentation
rafay product documentationgpuvirtualization
https://docs.rafay.co/aiml/mlops-ray/users/ray_dashboard/
Ray Dashboard - Rafay Product Documentation
Visualize and Monitor Resources using the Ray Dashboard
rafay product documentationraydashboard