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Edge computing with Red Hat OpenShift
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aria-live="polite"> expanded</span> <span class="visually-hidden collapsed" aria-live="polite"> collapsed</span> </label> <ul slot="nav"> <!-- TAB 1 - Product editions --> <li> <rh-navigation-secondary-dropdown> <a href="#" data-analytics-category="Product editions" data-analytics-text="Red Hat OpenShift editions" slot="link"> Product editions </a> <rh-navigation-secondary-menu slot="menu"> <div class="dx-container dx-w-full"> <div class="dx-row dx-pt-0"> <div class="dx-col-12 lg:dx-col-4"> <ul class="dx-list-none"> <li class="dx-pb-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/openshift-cloud-services" data-analytics-text="Cloud services editions" data-analytics-category="OpenShift nav|Product editions"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-mb-0 dx-border-b dx-border-b-2 dx-inline-block dx-mb-2">Cloud services editions</h3> </a> <p class="dx-mb-0 dx-text-gray-50 dx-text-14">Fully managed in the public cloud of your choice</p> </li> <hr class="dx-my-1"> <li class="dx-py-1 dx-text-16 dx-mb-1"> <a href="/en/technologies/cloud-computing/openshift/aws" data-analytics-text="Red Hat OpenShift Service on AWS" data-analytics-category="OpenShift nav|Product editions"> Red Hat OpenShift Service on AWS</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Jointly managed and supported by Red Hat and AWS</p> </li> <li class="dx-py-1 dx-text-16 dx-mb-1"> <a href="/en/technologies/cloud-computing/openshift/azure" data-analytics-text="Microsoft Azure Red Hat OpenShift" data-analytics-category="OpenShift nav|Product editions"> Microsoft Azure Red Hat OpenShift</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Jointly managed and supported by Red Hat and Microsoft</p> </li> <li class="dx-py-1 dx-text-16 dx-mt-1"> <a href="/en/technologies/cloud-computing/openshift/dedicated" data-analytics-text="Red Hat OpenShift Dedicated" data-analytics-category="OpenShift nav|Product editions"> Red Hat OpenShift Dedicated</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Managed offering available on AWS or Google Cloud</p> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/ibm" data-analytics-text="Red Hat OpenShift on IBM Cloud" data-analytics-category="OpenShift nav|Product editions"> Red Hat OpenShift on IBM Cloud</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Jointly supported by Red Hat and IBM; managed by IBM</p> </li> </ul> </div> <div class="dx-col-12 lg:dx-col-4"> <ul class="dx-list-none"> <li class="dx-pb-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/self-managed" data-analytics-text="Self-managed editions" data-analytics-category="OpenShift nav|Product editions"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-mb-0 dx-border-b dx-border-b-2 dx-inline-block dx-mb-2">Self-managed editions</h3> </a> <p class="dx-mb-0 dx-text-gray-50 dx-text-14">Granular control on your own infrastructure</p> </li> <hr class="dx-my-1"> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/platform-plus" data-analytics-text="Red Hat OpenShift Platform Plus" data-analytics-category="OpenShift nav|Product editions"> Red Hat OpenShift Platform Plus</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">A complete platform for accelerating application development and application modernizations</p> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/container-platform" data-analytics-text="Red Hat OpenShift Container Platform" data-analytics-category="OpenShift nav|Product editions"> Red Hat OpenShift Container Platform</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">A full set of operations and developer services and tools</p> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/kubernetes-engine" data-analytics-text="Red Hat OpenShift Kubernetes Engine" data-analytics-category="OpenShift nav|Product editions"> Red Hat OpenShift Kubernetes Engine</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Basic functionality of enterprise Kubernetes</p> </li> </ul> </div> <div class="dx-col-12 lg:dx-col-4"> <ul class="dx-list-none"> <li class="dx-pb-1 dx-text-16"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-mb-0 dx-mb-2">Services & add-ons</h3> <p class="dx-mb-0 dx-text-gray-50 dx-text-14">A portfolio of managed cloud services and tools for Red Hat OpenShift</p> </li> <hr class="dx-my-1"> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/openshift-ai" data-analytics-text="Red Hat OpenShift AI" data-analytics-category="OpenShift nav|Product editions">Red Hat OpenShift AI</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/virtualization" data-analytics-text="Red Hat OpenShift Virtualization" data-analytics-category="OpenShift nav|Product editions">Red Hat OpenShift Virtualization</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/quay" data-analytics-text="Red Hat Quay" data-analytics-category="OpenShift nav|Product editions">Red Hat Quay</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/management/advanced-cluster-management" data-analytics-text="Red Hat Advanced Cluster Management for Kubernetes" data-analytics-category="OpenShift nav|Product editions">Red Hat Advanced Cluster Management for Kubernetes</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/advanced-cluster-security-kubernetes" data-analytics-text="Red Hat Advanced Cluster Security for Kubernetes" data-analytics-category="OpenShift nav|Product editions">Red Hat Advanced Cluster Security for Kubernetes</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/jboss-middleware/3scale" data-analytics-text="Red Hat 3scale API Management" data-analytics-category="OpenShift nav|Product editions">Red Hat 3scale API Management</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/services/consulting/cloud-native-development" data-analytics-text="Red Hat OpenShift Consulting" data-analytics-category="OpenShift nav|Product editions">Red Hat OpenShift Consulting</a> </li> </ul> </div> </div> <div class="dx-row dx-pt-2"> <div class="dx-col-12 md:dx-col-10"> <hr class="dx-hidden lg:dx-block"> </div> </div> <div class="dx-row dx-pt-1 lg:dx-pt-2"> <div class="dx-col-12 lg:dx-col-4"> <rh-cta> <a href="/en/resources/self-managed-openshift-subscription-guide" data-analytics-text="Subscription guide" data-analytics-category="OpenShift nav|Product editions" data-analytics-linktype="cta">Subscription guide</a> </rh-cta> </div> </div> </div> </rh-navigation-secondary-menu></rh-navigation-secondary-dropdown></li> <!-- TAB 2 - Documentation --> <li> <rh-navigation-secondary-dropdown> <a href="#" data-analytics-category="OpenShift nav" data-analytics-text="Documentation" slot="link">Documentation</a> <rh-navigation-secondary-menu slot="menu"> <div class="dx-container dx-w-full"> <div class="dx-row mt-1"> <div class="dx-col-12 lg:dx-col-4"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">Cloud services editions</h3> <hr class="dx-my-1"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/red_hat_openshift_service_on_aws/4" data-analytics-text="Red Hat OpenShift Service on AWS" data-analytics-category="OpenShift nav|Documentation|Cloud services editions">Red Hat OpenShift Service on AWS</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://docs.openshift.com/aro/4/welcome/index.html" data-analytics-text="Microsoft Azure Red Hat OpenShift" data-analytics-category="OpenShift nav|Documentation|Cloud services editions">Microsoft Azure Red Hat OpenShift</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/openshift_dedicated/4" data-analytics-text="Red Hat OpenShift Dedicated" data-analytics-category="OpenShift nav|Documentation|Cloud services editions">Red Hat OpenShift Dedicated</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://cloud.ibm.com/docs/openshift?topic=openshift-getting-started&interface=ui" data-analytics-text="Red Hat OpenShift on IBM Cloud" data-analytics-category="OpenShift nav|Documentation|Cloud services editions">Red Hat OpenShift on IBM Cloud</a> </li> </ul> </div> <div class="dx-col-12 lg:dx-col-4"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">Self-managed editions</h3> <hr class="dx-my-1"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/openshift_platform_plus/4" data-analytics-text="Red Hat OpenShift Platform Plus" data-analytics-category="OpenShift nav|Documentation|Self-managed-editions">Red Hat OpenShift Platform Plus</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/openshift_container_platform/4.13" data-analytics-text="Red Hat OpenShift Container Platform" data-analytics-category="OpenShift nav|Documentation|Self-managed-editions">Red Hat OpenShift Container Platform</a> </li> </ul> </div> <div class="dx-col-12 lg:dx-col-4"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">Services & add-ons</h3> <hr class="dx-my-1"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/red_hat_openshift_ai/ " data-analytics-text="Red Hat OpenShift AI" data-analytics-category="OpenShift nav|Documentation|Additional cloud services">Red Hat OpenShift AI</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/openshift_container_platform/4.8/html/openshift_virtualization/index" data-analytics-text="Red Hat OpenShift Virtualization" data-analytics-category="OpenShift nav|Documentation|Additional cloud services">Red Hat OpenShift Virtualization</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/red_hat_quay/3.8" data-analytics-text="Red Hat Quay" data-analytics-category="OpenShift nav|Documentation|Additional cloud services">Red Hat Quay</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/red_hat_advanced_cluster_management_for_kubernetes/2.11" data-analytics-text="Red Hat Advanced Cluster Management for Kubernetes" data-analytics-category="OpenShift nav|Documentation|Add-ons">Red Hat Advanced Cluster Management for Kubernetes</a> </li> <li class="dx-py-1 dx-text-16"> <a href="https://docs.redhat.com/en/documentation/red_hat_advanced_cluster_security_for_kubernetes/4.1" data-analytics-text="Red Hat Advanced Cluster Security for Kubernetes" data-analytics-category="OpenShift nav|Documentation|Add-ons">Red Hat Advanced Cluster Security for Kubernetes</a> </li> </ul> </div> </div> </div> </rh-navigation-secondary-menu></rh-navigation-secondary-dropdown></li> <!-- TAB 3 - EXPLORE --> <li> <rh-navigation-secondary-dropdown> <a href="#" data-analytics-text="Explore" data-analytics-category="OpenShift nav" slot="link"> Explore </a> <rh-navigation-secondary-menu slot="menu"> <div class="dx-container dx-w-full"> <div class="dx-row mt-1"> <div class="dx-col dx-col-12 lg:dx-col-5"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">Why Red Hat OpenShift?</h3> <hr class="dx-my-1"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/developers-1" data-analytics-text="For developers" data-analytics-category="OpenShift nav|Explore|Why Red Hat OpenShift?"> For developers</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/it-operations-1" data-analytics-text="For IT operations" data-analytics-category="OpenShift nav|Explore|Why Red Hat OpenShift?"> For IT operations</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/platform-engineer" data-analytics-text="For platform engineers" data-analytics-category="OpenShift nav|Explore|Why Red Hat OpenShift?"> For platform engineers</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/business-leaders" data-analytics-text="For business leaders" data-analytics-category="OpenShift nav|Explore|Why Red Hat OpenShift?"> For business leaders</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/features" data-analytics-text="Features and benefits" data-analytics-category="OpenShift nav|Explore|Why Red Hat OpenShift?"> Features and benefits</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/success-stories?f%5B0%5D=taxonomy_product_tid%3A6921#rhdc-search-listing" data-analytics-text="Customer success stories" data-analytics-category="OpenShift nav|Explore|Why Red Hat OpenShift?"> Customer stories</a> </li> </ul> </div> <div class="dx-col dx-col-12 lg:dx-col-7"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">Use cases</h3> <hr class="dx-my-1"> <div class="dx-row"> <div class="dx-col dx-col-12 lg:dx-col-6"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/ci-cd" data-analytics-text="CI/CD" data-analytics-category="OpenShift nav|Explore|Included capabilities"> CI/CD</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/aiml-1" data-analytics-text="AI/ML" data-analytics-category="OpenShift nav|Explore|Use cases"> AI/ML</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/topics/cloud-native-apps/why-choose-red-hat-cloud-native" data-analytics-text="Cloud-native applications" data-analytics-category="OpenShift nav|Explore|Use cases"> Cloud-native applications</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/topics/application-modernization" data-analytics-text="Application modernization" data-analytics-category="OpenShift nav|Explore|Use cases"> Application modernization</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/databases-and-data-analytics" data-analytics-text="Databases and data analytics" data-analytics-category="OpenShift nav|Explore|Use cases"> Databases and data analytics</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/gitops" data-analytics-text="GitOps" data-analytics-category="OpenShift nav|Explore|Use cases"> GitOps</a> </li> </ul> </div> <div class="dx-col dx-col-12 lg:dx-col-6"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/virtualization" data-analytics-text="Virtualization" data-analytics-category="OpenShift nav|Explore|Use cases"> Virtualization</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/what-are-openshift-operators-1" data-analytics-text="OpenShift Operators" data-analytics-category="OpenShift nav|Explore|Use cases">OpenShift Operators</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/edge-computing" data-analytics-text="Edge" data-analytics-category="OpenShift nav|Explore|Use cases"> Edge</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/security-1" data-analytics-text="Security" data-analytics-category="OpenShift nav|Explore|Use cases"> Security</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/quarkus-1" data-analytics-text="Java" data-analytics-category="OpenShift nav|Explore|Use cases"> Java</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/serverless" data-analytics-text="Serverless" data-analytics-category="OpenShift nav|Explore|Use cases"> Serverless</a> </li> </ul> </div> </div> </div> </div> </div> </rh-navigation-secondary-menu></rh-navigation-secondary-dropdown></li> <!-- TAB 4 - Learn --> <li> <rh-navigation-secondary-dropdown> <a href="#" data-analytics-text="Learn" data-analytics-category="OpenShift nav" slot="link"> Learn </a> <rh-navigation-secondary-menu slot="menu"> <div class="dx-container dx-w-full"> <div class="dx-row mt-1"> <div class="dx-col dx-col-12 lg:dx-col-4"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">Guided offerings</h3> <p class="dx-text-gray-50 dx-text-14">Hands-on training and experiences to develop knowledge and skills for using OpenShift</p> <hr class="dx-my-1"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="/en/services/training/do080-deploying-containerized-applications-technical-overview" data-analytics-text="Containers, Kubernetes and Red Hat OpenShift Technical Overview" data-analytics-category="OpenShift nav|Learn|Guided offerings"> Containers, Kubernetes and Red Hat OpenShift Technical Overview</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/services/training/red-hat-openshift-administration-i-operating-a-production-cluster" data-analytics-text="Red Hat OpenShift Administration I: Operating a Production Cluster" data-analytics-category="OpenShift nav|Learn|Operating a Production Cluster"> Red Hat OpenShift Administration I: Operating a Production Cluster</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/services/training/red-hat-openshift-administration-ii-configuring-a-production-cluster" data-analytics-text="Red Hat OpenShift Administration II: Operating a Production Kubernetes Cluster with exam" data-analytics-category="OpenShift nav|Learn|Guided offerings"> Red Hat OpenShift Administration II: Operating a Production Kubernetes Cluster with exam</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/services/training/do244-developing-applications-with-red-hat-openshift-serverless-and-knative" data-analytics-text="Developing Applications with Red Hat OpenShift Serverless and Knative" data-analytics-category="OpenShift nav|Learn|Guided offerings"> Developing Applications with Red Hat OpenShift Serverless and Knative</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/events/openshift-workshop-721461" data-analytics-text="Modern Application Development Roadshow" data-analytics-category="OpenShift nav|Learn|Guided offerings"> Modern Application Development Roadshow</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/services/training/managing-virtual-machines-red-hat-openshift-virtualization-exam" data-analytics-text="Managing Virtual Machines with Red Hat OpenShift Virtualization" data-analytics-category="OpenShift nav|Learn|Guided offerings"> Managing Virtual Machines with Red Hat OpenShift Virtualization</a> </li> </ul> </div> <div class="dx-col dx-col-12 lg:dx-col-4"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">Learning hubs</h3> <p class="dx-text-gray-50 dx-text-14">Learning materials and tools organized by top tasks for key OpenShift services</p> <hr class="dx-my-1"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/virtualization/learn" data-analytics-text="Red Hat OpenShift Virtualization" data-analytics-category="OpenShift nav|Learn|Learning hubs"> Red Hat OpenShift Virtualization</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/aws/learn" data-analytics-text="Red Hat OpenShift Service on AWS" data-analytics-category="OpenShift nav|Learn|Learning hubs"> Red Hat OpenShift Service on AWS</a> </li> <li class="dx-py-1 dx-text-16"> <a href="/en/technologies/cloud-computing/openshift/azure/learn" data-analytics-text="Microsoft Azure Red Hat OpenShift" data-analytics-category="OpenShift nav|Learn|Learning hubs"> Microsoft Azure Red Hat OpenShift</a> </li> </ul> </div> <div class="dx-col dx-col-12 lg:dx-col-4"> <h3 class="dx-text-18 dx-font-display dx-font-normal dx-inline-block dx-mb-1">On-demand</h3> <hr class="dx-my-1"> <ul class="dx-list-none"> <li class="dx-py-1 dx-text-16"> <a href="/en/interactive-labs/openshift" data-analytics-text="Interactive labs" data-analytics-category="OpenShift nav|Learn|On-demand"> Interactive labs</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Scenario-based, preconfigured OpenShift environments in your web browser</p> </li> <li class="dx-py-1 dx-text-16"> <a href="https://cloud.redhat.com/learn" data-analytics-text="OpenShift learning paths" data-analytics-category="OpenShift nav|Learn|On-demand"> OpenShift learning paths</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Resources for beginners or experts, dev or ops</p> </li> <li class="dx-py-1 dx-text-16"> <a href="https://access.redhat.com/articles/7052429" data-analytics-text="Red Hat OpenShift library" data-analytics-category="OpenShift nav|Learn|On-demand|Red hat OpenShift library"> Red Hat OpenShift Library</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Materials divided into chapters for self-managed and managed OpenShift customers</p> </li> <li class="dx-py-1 dx-text-16"> <a href="https://www.youtube.com/playlist?list=PLaR6Rq6Z4IqdsG6b09q4QIv_Yq5fNL7zh" data-analytics-text="Ask an OpenShift Admin" data-analytics-category="OpenShift nav|Learn|On-demand"> Ask an OpenShift Admin</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Livestream episodes on OpenShift topics and cloud-native tooling</p> </li> </ul> </div> </div> </div> </rh-navigation-secondary-menu></rh-navigation-secondary-dropdown></li> <!-- TAB 5 - Get started --> <li> <rh-navigation-secondary-dropdown> <a href="#" data-analytics-text="Get started" data-analytics-category="OpenShift nav" slot="link"> Get started </a> <rh-navigation-secondary-menu slot="menu"> <div class="dx-container dx-w-full"> <div class="dx-row mt-1"> <div class="dx-col dx-col-12 lg:dx-col-6"> <h3 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dx-text-14">Self-managed on OpenShift Container Platform, in the cloud, on your computer, or in your datacenter</p> </li> <li class="dx-py-1 dx-text-16 dx-mb-1"> <a href="/en/technologies/cloud-computing/openshift/osd-managed-trial" data-analytics-text="Red Hat OpenShift Dedicated" data-analytics-category="OpenShift nav|Get started|Try Red Hat OpenShift"> Red Hat OpenShift Dedicated</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Fully managed OpenShift Dedicated trial cluster with self-service sign-up and cluster provisioning in your Google Cloud account</p> </li> <li class="dx-py-1 dx-text-16 dx-mb-1"> <a href="https://developers.redhat.com/developer-sandbox" data-analytics-text="Developer sandbox" data-analytics-category="OpenShift nav|Get started|Try Red Hat OpenShift"> Developer sandbox</a> <p class="dx-mb-0 dx-mt-1 dx-text-gray-50 dx-text-14">Instant access to your own minimal, preconfigured environment for development and testing</p> </li> </ul> </div> <div 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rh-article-hero" data-rh-content=long-form-article id="article-hero" data-rh-background="white"> <div class="rh-band-container"data-rh-layout="stacked" ><section class="rh-band-main" data-rh-layout="stacked" ><header class="rh-band-header" data-rh-layout="only8 center" data-rh-theme=""> <!-- Component | Nav_links --> <ul class="rh-navigation-link--component" data-rh-nav-type="breadcrumb" ><li class="rh-navigation-link-container"><a class="rh-navigation-link-item" href="/en/home-page" > Home </a></li><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" width="11" height="11" viewBox="0 -18 1024 1055"><path d="M810.642 511.557c0 8.905-3.447 16.776-10.284 23.613L322.31 1013.216c-6.835 6.837-14.706 10.284-23.61 10.284s-16.776-3.447-23.613-10.284l-51.303-51.303c-6.837-6.837-10.284-14.707-10.284-23.612s3.447-16.775 10.284-23.61L626.972 511.5 223.784 108.31c-6.837-6.835-10.284-14.706-10.284-23.61s3.447-16.776 10.284-23.613l51.303-51.303C281.924 2.947 289.794-.5 298.7-.5s16.775 3.447 23.61 10.284L800.36 487.83c6.837 6.837 10.284 14.708 10.284 23.613v.114" stroke-width="25" stroke="black"/></svg><li class="rh-navigation-link-container"><a class="rh-navigation-link-item" href="/en/technologies/all-products" title="hub | all products listing" > Products </a></li><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" width="11" height="11" viewBox="0 -18 1024 1055"><path d="M810.642 511.557c0 8.905-3.447 16.776-10.284 23.613L322.31 1013.216c-6.835 6.837-14.706 10.284-23.61 10.284s-16.776-3.447-23.613-10.284l-51.303-51.303c-6.837-6.837-10.284-14.707-10.284-23.612s3.447-16.775 10.284-23.61L626.972 511.5 223.784 108.31c-6.837-6.835-10.284-14.706-10.284-23.61s3.447-16.776 10.284-23.613l51.303-51.303C281.924 2.947 289.794-.5 298.7-.5s16.775 3.447 23.61 10.284L800.36 487.83c6.837 6.837 10.284 14.708 10.284 23.613v.114" stroke-width="25" stroke="black"/></svg><li class="rh-navigation-link-container"><a class="rh-navigation-link-item" href="/en/technologies/cloud-computing/openshift" title="product | red hat openshift" > Red Hat OpenShift </a></li><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" width="11" height="11" viewBox="0 -18 1024 1055"><path d="M810.642 511.557c0 8.905-3.447 16.776-10.284 23.613L322.31 1013.216c-6.835 6.837-14.706 10.284-23.61 10.284s-16.776-3.447-23.613-10.284l-51.303-51.303c-6.837-6.837-10.284-14.707-10.284-23.612s3.447-16.775 10.284-23.61L626.972 511.5 223.784 108.31c-6.837-6.835-10.284-14.706-10.284-23.61s3.447-16.776 10.284-23.613l51.303-51.303C281.924 2.947 289.794-.5 298.7-.5s16.775 3.447 23.61 10.284L800.36 487.83c6.837 6.837 10.284 14.708 10.284 23.613v.114" stroke-width="25" stroke="black"/></svg><li class="rh-navigation-link-container"> Edge and AI computing with Red Hat OpenShift </li></ul> <!-- Component | Band_header --> <div class="rh-band-header--component" ><h1 class="rh-band-header-hero-headline" >Edge computing with Red Hat OpenShift</h1> </div> <!-- Component | Front_matter --> <div class="rh-front-matter--component"><div class="rh-front-matter-wrapper" data-rh-layout="inline-horizontal"><div class="rh-front-matter-metadata"><span class="rh-front-matter-metadata-publish-date">Updated November 6, 2023 </span><span class="rh-front-matter-metadata-separator">•</span><pfe-readtime class="rh-front-matter-metadata-readtime" for="article-contents" hidden data-rh-hidden="sm">%t-minute read</pfe-readtime></div><pfe-clipboard class="rh-front-matter-share" role="button" tabindex="0"><span slot="text">Copy URL</span></pfe-clipboard></div></div> <!-- Subpattern | inline_promo --> <!-- Card layout --><div class="rh-card--layout rh-promo-article" data-rh-promo=inline data-rh-border-radius=none data-rh-background="gray" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-border="top-bottom"><div class="rh-card-content" data-rh-layout="4 8 vcenter" ><!-- Component | Image_embed --><div class="rh-image-embed--component" data-rh-align="full center-mobile" ><div class="rh-image-embed-container"><div class="rh-image-embed-span" ><img class="rh-image-embed-img" src="/rhdc/managed-files/gartner_container_management_leader_announcement_inline_promo.svg" loading="lazy" ></div></div></div><!-- Subpattern | simple_text --><!-- Group layout --><div class="rh-group--layout" data-rh-layout="stacked" ><div class="rh-group-body" data-rh-layout="min-stacked" ><!-- Component | Band_header --><div class="rh-band-header--component" data-rh-align=left ><h2 class="rh-band-header-subsection-headline" id="rh-950sf">Red Hat named a Leader in the 2024 Gartner® Magic Quadrant™ for second consecutive year</h2></div><!-- Component | Generic --><div class="rh-generic--component" data-rh-align="left" ><p>Red Hat was named a Leader in the Gartner 2024 Magic Quadrant for Container Management. This year, Red Hat was positioned furthest on the Completeness of Vision axis.</p></div></div><div class="rh-group-footer" ><!-- Group layout --><div class="rh-group--layout" ><div class="rh-group-body" data-rh-layout="buttons-flex-left-end" ><!-- Group layout --><div class="rh-group--layout" ><div class="rh-group-body" data-rh-layout="buttons-flex-left-end" ><!-- Component | CTA --><span class="rh-cta--component" data-rh-cta-type="ghost" ><a class="rh-cta-link" href="/en/engage/gartner-magic-quadrant-container-management-analyst-report" target="_self" data-analytics-linkType="cta" data-analytics-text="Read the report" data-analytics-category="Header inline promo|Red Hat named a Leader in the 2023 Gartner® Magic Quadrant™|Container management|Read the report" >Read the report</a></span></div></div></div></div></div></div></div></div> </header></section></div> </div> <div class="rh-band--layout" data-rh-content='long-form-article'data-rh-band-collapse='top' data-rh-unique-id="3519451" data-rh-background="white"> <div class="rh-band-container"data-rh-layout="tall-stacked" ><section class="rh-band-main" data-rh-layout="tall-stacked" ><div class="rh-band-content" data-rh-layout="2 8 2" > <!-- Jump links navigation --><pfe-jump-links-nav id="article-nav" autobuild offset="120" sr-text="Jump to section" ></pfe-jump-links-nav> <!-- Group layout --> <div class="rh-group--layout" id=article-contents data-rh-layout="tall-stacked" > <div class="rh-group-body" data-rh-layout="tall-stacked" > <!-- Jump links panel --> <pfe-jump-links-panel scrolltarget="article-nav" data-rh-layout=tall-stacked data-rh-layout="tall-stacked" > <!-- Subpattern | Article section --> <!-- Group layout --><div class="rh-group--layout" data-rh-content-size=xl data-rh-layout="stacked" ><div class="rh-group-body" data-rh-layout="min-stacked" ><!-- Component | standard_header --><header class="rh-standard-header--component" ><div class="rh-standard-header-container"><h2 class="rh-standard-header-headline-medium pfe-jump-links-panel__section" id="overview" nav-label="Overview" >Overview</h2></div></header><!-- Component | Generic --><div class="rh-generic--component" ><p><a href="/en/technologies/cloud-computing/openshift">Red Hat® OpenShift®</a> is an industry-leading enterprise containers and Kubernetes<a href="/en/topics/containers/what-is-kubernetes-1"></a>application platform with full-stack automated operations to manage <a href="/en/topics/cloud-computing/what-is-hybrid-cloud">hybrid cloud</a>, <a href="/en/topics/cloud-computing/what-is-multicloud">multicloud</a>, and and edge deployments—all optimized for developer productivity.</p><p>For organizations using cloud-native applications, <a href="/en/topics/virtualization/what-is-a-virtual-machine-1">virtual machines (VMs)</a>, <a href="/en/topics/internet-of-things/what-is-iot-1">IoT (Internet of Things)</a>, and <a href="/en/topics/cloud-computing">cloud computing</a> to deliver extraordinary customer experiences, or using applications powered by artificial intelligence and machine learning (AI/ML) to unlock new opportunities from <a href="/en/topics/big-data">data</a>, they are evolving and distributing their <a href="/en/topics/cloud-computing/what-is-it-infrastructure">IT infrastructure</a> using edge computing to get resources as close to the data and users as possible.</p></div></div></div> <!-- Subpattern | inline_promo --> <div class="mboxDefault" data-rh-mbox="inline-promo"><!-- Card layout --><div class="rh-card--layout rh-promo-topic" mbox-applied data-rh-promo=inline data-rh-border-radius=none data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-border="thin"><div class="rh-card-content" data-rh-layout="4 8 vcenter" ><!-- Component | Image_embed --><div class="rh-image-embed--component" data-rh-align="full center-mobile" ><div class="rh-image-embed-container"><div class="rh-image-embed-span" ><img class="rh-image-embed-img" src="https://www.redhat.com/cms/managed-files/Icon_edge-topologies.jpg" alt="Black cloud with red dots circling in semi circle" height="180" width="250" loading="lazy" ></div></div></div><!-- Subpattern | simple_text --><!-- Group layout --><div class="rh-group--layout" data-rh-layout="stacked" ><div class="rh-group-body" data-rh-layout="min-stacked" ><!-- Component | Generic --><div class="rh-generic--component" data-rh-align="left" ><h3>Using edge computing for business efficiency: A 451 Research study</h3></div></div><div class="rh-group-footer" ><!-- Group layout --><div class="rh-group--layout" ><div class="rh-group-body" data-rh-layout="buttons-flex-left-end" ><!-- Group layout --><div class="rh-group--layout" ><div class="rh-group-body" data-rh-layout="buttons-flex-left-end" ><!-- Component | CTA --><span class="rh-cta--component" data-rh-cta-type="primary" ><a class="rh-cta-link" href="https://www.redhat.com/en/resources/451-research-on-edge-computing-analyst-material" title="resources | Research on Edge Computing analyst material" data-analytics-linkType="cta" >Read the report</a></span></div></div></div></div></div></div></div></div></div> <script> window.appEventData = window.appEventData || []; window.appEventData.push({ event: "Inline Mbox Rendered", targetInlineMbox: { latest_inline_mbox: { name: "inline-promo-mbox", selector: "[data-rh-mbox='inline-promo']", }, }, __adobe: { target: { "lang": document.documentElement.lang, "taxonomyTopic": window._rhTarget?.util?.arrayToString(pageData?.taxonomyTopic), "taxonomyProduct": window._rhTarget?.util?.arrayToString(pageData?.taxonomyProduct), "taxonomyPrimaryProduct": document.querySelector('meta[name="taxonomy-primary-product-tid"]')?.content || '', "taxonomySubType": window._rhTarget?.util?.arrayToString(pageData?.taxonomySubType), "taxonomyChallenge": 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id="edge-computing" nav-label="Edge computing" >Edge computing</h2></div></header><!-- Component | Generic --><div class="rh-generic--component" ><p><a href="/en/topics/edge-computing/what-is-edge-computing">Edge computing</a> is the processing of applications and information at or near the physical location of either the end user (like at the API) or the source of the data, providing faster response times, more reliable services, data sovereignty and a better application experience for the user. </p><p>Successful edge computing means applications need to be deployed and managed—quickly and consistently—across a wide range of systems (automation, security, etc), environments (bare-metal, <a href="/en/topics/cloud-native-apps">cloud-native</a>), and vendors or service providers. Development teams must be able to create flexible applications once and deploy them anywhere. Similarly, IT operations teams must also be able to <a href="/en/topics/automation/whats-it-automation">automate their management</a> and <a href="/en/topics/automation/what-is-security-automation">security</a> effectively at scale. </p><p><a href="/en/topics/devops">DevOps</a> teams need to be equipped to operate and compute in real time, in environments ranging from hundreds to thousands of locations, managing <a href="/en/topics/containers/what-is-a-kubernetes-cluster-1">Kubernetes clusters</a> of varying sizes and configurations. Increasingly, diverse edge deployment architectures are becoming more and more common.</p><p> </p><div class="media-element file-default media-youtube-video"><iframe src="https://www.redhat.com/en/media/oembed?url=https%3A//www.youtube.com/watch%3Fv%3DKZC2kBk7DMk&max_width=0&max_height=0&hash=qMiNA2lnCvI5EH_NoeXAA4FzUBc5-4ZAwYWd0vC_I44" frameborder="0" allowtransparency width="200" height="113" class="media-oembed-content" loading="lazy" title="Edge computing with Red Hat OpenShift"></iframe></div><div class="rc-cta-secondary"><a href="/en/topics/edge-computing">Learn more about edge computing</a></div></div></div></div> <!-- Subpattern | Article section --> <!-- Group layout --><div class="rh-group--layout" data-rh-content-size=xl data-rh-layout="stacked" ><div class="rh-group-body" data-rh-layout="min-stacked" ><!-- Component | standard_header --><header class="rh-standard-header--component" ><div class="rh-standard-header-container"><h2 class="rh-standard-header-headline-medium pfe-jump-links-panel__section" id="edge-computing-with-red-hat-openshift" nav-label="Edge computing with Red Hat OpenShift" >Edge computing with Red Hat OpenShift</h2></div></header><!-- Component | Generic --><div class="rh-generic--component" ><p>Red Hat OpenShift extends <a href="/en/topics/containers/what-is-kubernetes-1">Kubernetes</a> capabilities to edge computing environments, creating the ability to use existing tools and processes while easing the burden of configuring, deploying, provisioning, managing, tracking metrics, and monitoring even the largest-scale containerized environments.</p><p>That means all the flexibility of cloud services, virtualization, microservices, and containerization combined with the speed and efficiency of edge computing can increase functionality, decrease latency, reduce required bandwidth, and get the most from your localized infrastructure.</p><p>Red Hat Openshift extends transformation from the hybrid cloud to the edge providing operational consistency while transforming edge locations and devices. Edge computing with OpenShift allows for a natural extension of environments, using the same teams, tools and processes that you have in place now, with technology that scales out, closer to your customers or end users.</p><p><rh-cta><a href="/en/engage/edge-computing-action-s-202104270352" data-analytics-linktype="cta" data-analytics-text="Discover how NASA uses edge computing to make critical decisions in space">Discover how NASA uses edge computing to make critical decisions in space</a></rh-cta></p></div></div></div> <!-- Subpattern | Article section --> <!-- Group layout --><div class="rh-group--layout" data-rh-content-size=xl data-rh-layout="stacked" ><div class="rh-group-body" data-rh-layout="min-stacked" ><!-- Component | standard_header --><header class="rh-standard-header--component" ><div class="rh-standard-header-container"><h2 class="rh-standard-header-headline-medium pfe-jump-links-panel__section" id="benefits" nav-label="Benefits" >Benefits of Red Hat OpenShift at the edge</h2></div></header><!-- Component | Generic --><div class="rh-generic--component" ><p>Red Hat OpenShift provides a consistent experience wherever your applications need to be— on-premise, in a cloud environment, at a remote office, or even <a href="/en/about/press-releases/red-hat-pushes-edge-further-updates-red-hat-openshift-and-red-hat-advanced-cluster-management-kubernetes" data-entity-type="node" data-entity-uuid="65307119-c1d7-4eac-b751-31777697bf59" data-entity-substitution="canonical" title="Red Hat Pushes the Edge Further with Updates to Red Hat OpenShift and Red Hat Advanced Cluster Management for Kubernetes">in orbit</a>. With Red Hat OpenShift, you have the flexibility to evolve an entire deployment, inclusive of edge sites, as business strategy changes.</p><h4>Red Hat OpenShift + edge gives you:</h4><ul><li><strong>Info at a glance</strong>: Data-driven insights help teams gather, analyze, and turn data into actionable tasks, faster.</li><li><strong>Partner experience</strong>: A broad ecosystem of technology partners helps build edge deployments to meet a wide variety of use cases.</li><li><strong>Flexible topology</strong>: The flexibility to scale out your business and evolve an entire deployment through flexible topology options to fit the needs of different edge environments.</li><li><strong>Scale without worry</strong>: Developers can write code and deliver deployments at scale without worrying if they will work in a particular environment.</li><li><strong>Multiple configurations</strong>: The flexibility needed to meet the varying space, power, and connectivity requirements of edge sites and edge devices, supporting configurations that include:<ul><li>3-node clusters of combined control plane and worker nodes</li><li>A single node with both the control plane and worker functions in a smaller footprint</li><li>Remote worker configurations where only the worker nodes are deployed at the edge</li></ul></li><li><strong>Wide-view lens for operations</strong>: Operations teams can use <a href="/en/technologies/management/advanced-cluster-management" data-entity-type="node" data-entity-uuid="b3d44ae2-f909-4215-b55f-c5e990313747" data-entity-substitution="canonical" title="Red Hat Advanced Cluster Management for Kubernetes">Red Hat Advanced Cluster Management for Kubernetes</a> to manage sites and clusters at scale with a single, consistent view.</li></ul><p><rh-cta><a href="/en/resources/innovate-edge-computing-brief" data-entity-type="node" data-entity-uuid="4f582b52-5db6-4c6d-ac23-63de347ead1a" data-entity-substitution="canonical" data-analytics-linktype="cta" data-analytics-text="Innovate edge computing with OpenShift" title="Innovate edge computing with Red Hat OpenShift">Innovate edge computing with OpenShift</a></rh-cta></p></div></div></div> <!-- Subpattern | Article section --> <!-- Group layout --><div class="rh-group--layout" data-rh-content-size=xl data-rh-layout="stacked" ><div class="rh-group-body" data-rh-layout="min-stacked" ><!-- Component | standard_header --><header class="rh-standard-header--component" ><div class="rh-standard-header-container"><h2 class="rh-standard-header-headline-medium pfe-jump-links-panel__section" id="why-red-hat" nav-label="Why Red Hat" >Why choose Red Hat? </h2></div></header><!-- Component | Generic --><div class="rh-generic--component" ><p dir="ltr">Whether you're building cloud-native apps, modernizing existing ones, or integrating <a href="/en/topics/ai" data-entity-type="node" data-entity-uuid="06af252a-9177-420c-abf4-2403e2d28269" data-entity-substitution="canonical" title="Understanding AI">AI</a><a href="https://www.redhat.com/en/topics/ai"> </a>capabilities, Red Hat OpenShift provides a unified platform for your entire portfolio, extending consistency across diverse infrastructures and architectures. Red Hat OpenShift is a hybrid cloud application platform with a choice of deployment and consumption options to meet the needs of your organization. It delivers a consistent experience across public cloud, on-premise, hybrid cloud, or edge architecture. </p><p>For smaller edge device deployments, <a href="/en/technologies/device-edge">Red Hat Device Edge</a> has MicroShift, a lightweight Kubernetes distribution that is based on OpenShift. Together with <a href="/en/technologies/linux-platforms/enterprise-linux/edge-computing" data-entity-type="node" data-entity-uuid="7d8f3963-05e4-43c0-8db8-608316519ba6" data-entity-substitution="canonical" title="Edge computing with Red Hat Enterprise Linux">Red Hat Enterprise Linux®</a> and <a href="/en/technologies/management/ansible/edge" data-entity-type="node" data-entity-uuid="44016158-4da2-4665-a92d-d712c2f0c36e" data-entity-substitution="canonical" title="Red Hat Ansible Automation Platform for edge computing">Red Hat Ansible</a><a href="https://rhdc-internal.apps.int.spoke.prod.us-west-2.aws.paas.redhat.com/en/technologies/linux-platforms/enterprise-linux">®</a><a href="/en/technologies/management/ansible/edge" data-entity-type="node" data-entity-uuid="44016158-4da2-4665-a92d-d712c2f0c36e" data-entity-substitution="canonical" title="Red Hat Ansible Automation Platform for edge computing"> Automation Platform</a>, Red Hat Device Edge provides the flexibility to deploy and manage workloads on small, resource constrained devices at scale. </p><p><a href="https://www.redhat.com/en/topics/edge-computing/what-is-edge-ai">Edge AI</a> helps devices make smarter decisions faster by allowing computations to be done where data is actually collected. Red Hat OpenShift simplifies managing the AI/ML lifecycle with <a href="/en/technologies/cloud-computing/openshift/openshift-ai" data-entity-type="node" data-entity-uuid="8d62e61c-dff9-4824-9545-07674e07f533" data-entity-substitution="canonical" title="Red Hat OpenShift AI">Red Hat OpenShift AI</a>, an integrated MLOps platform for building, training, deploying, and monitoring predictive and gen AI models at scale across hybrid cloud environments and the edge. </p><p>Together, you get a unified yet flexible platform across clouds, data centers and topologies. </p></div></div><div class="rh-group-footer" ><!-- Group layout --><div class="rh-group--layout" ><div class="rh-group-body" data-rh-layout="min-stacked" ><!-- Component | CTA --><span class="rh-cta--component" data-rh-cta-type="secondary" ><a class="rh-cta-link" href="/en/products/edge/validated-patterns" title="Red Hat Edge’s validated patterns" target="_self" data-analytics-linkType="cta" data-analytics-text="Configure your edge architecture faster" >Configure your edge architecture faster<span aria-hidden="true"><svg data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z"/></svg></span></a></span></div></div></div></div> </pfe-jump-links-panel> </div> </div> </div><footer class="rh-band-footer" data-rh-layout="only8 flex center" > <!-- Group layout --> <div class="rh-group--layout" > <div class="rh-group-body" data-rh-layout="stacked" > <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked" > <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left" > <h4>Discover lightweight Kubernetes orchestration for your devices</h4><p>Extend operational consistency to devices at the farthest edge. Red Hat Device Edge combines lightweight Kubernetes container orchestration with Red Hat Enterprise Linux® to support different use cases and workloads anywhere your devices are deployed.</p> </div> </div> <footer class="rh-card-footer" > <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary" > <a class="rh-cta-link" href="/en/technologies/device-edge" title="Red Hat Device Edge" data-analytics-linkType="cta" aria-describedby="rh-b56u6" >Learn more<span aria-hidden="true"><svg data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z"/></svg></span></a> </span> </footer> </div> </div> </div> </footer></section></div> </div> <!-- Pattern | raw_html --> <div class="rh-raw" data-rh-unique-id="7159811"> <!-- KeepReading_OpenShift --> <div class="one-column"> <div class="dx-relative content-region"> <!-- Pattern | custom_band --> <div class="rh-band--layout" id="keepReading" data-rh-unique-id="6732431" data-rh-background-align="center-center" data-rh-band-collapse="no-padding-top" data-rh-background="white"> <div class="rh-band-container" data-rh-layout="stacked"><section class="rh-band-main" data-rh-layout="stacked"><header class="rh-band-header" data-rh-layout="only8 center" data-rh-theme> <!-- Component | Band_header --> <div class="rh-band-header--component" data-rh-align="center"><h2 class="rh-band-header-subsection-headline">Keep reading</h2> </div> </header><div class="rh-band-content" data-rh-layout="4 4 4 flex center"><!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <p class="rh-standard-header-title-small"> Article </p> <h3 class="rh-standard-header-headline-small" id="rh-igwqb">What are Red Hat OpenShift Operators?</h3> </div> </header> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Red Hat OpenShift Operators automate the creation, configuration, and management of instances of Kubernetes-native applications.</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/technologies/cloud-computing/openshift/what-are-openshift-operators" title="What are Red Hat OpenShift Operators?" data-analytics-linktype="cta" aria-describedby="rh-igwqb">Read more<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <p class="rh-standard-header-title-small"> Article </p> <h3 class="rh-standard-header-headline-small" id="rh-qyvv6">AI/ML on Red Hat OpenShift</h3> </div> </header> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>OpenShift includes key capabilities to accelerate AI/ML workflows and deliver AI-powered intelligent applications </p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/technologies/cloud-computing/openshift/aiml" title="Why choose Red Hat OpenShift Serverless?" data-analytics-linktype="cta" aria-describedby="rh-qyvv6">Read more<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <p class="rh-standard-header-title-small"> Article </p> <h3 class="rh-standard-header-headline-small" id="rh-r3ppz">Edge computing with Red Hat OpenShift</h3> </div> </header> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Extend application services to remote locations and analyze inputs in real time with OpenShift’s edge computing capabilities.</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/technologies/cloud-computing/openshift/edge-computing" title="Learn More|AI/ML on Red Hat OpenShift" data-analytics-linktype="cta" aria-describedby="rh-r3ppz">Read more<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> </div></section></div> </div> </div> </div> <!--PROMO--> <!-- MoreOn_Topic_OpenShift --> <div class="one-column"> <div class="dx-relative content-region"> <!-- Pattern | content_set_band --> <div class="rh-band--layout" data-rh-background="gray"> <div class="rh-band-container" data-rh-layout="stacked"><section class="rh-band-main" data-rh-layout="stacked"><header class="rh-band-header" data-rh-layout="only8 center" data-rh-theme> <!-- Component | Band_header --> <div class="rh-band-header--component" data-rh-align="center"><h3 class="rh-band-header-headline">More about OpenShift</h3> </div> </header><div class="rh-band-content" data-rh-layout="stacked"> <pfe-content-set class="rh-content-set--layout" tab-history variant="wind" align="center"> <!-- Subpattern | Content_group --> <!-- Content set group --> <h4 pfe-content-set--header class="rh-content-set-group--header" id="products">Products</h4> <div pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="card-gallery"> <!-- Subpattern | product_box --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="stacked"> <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="logo-short" data-rh-use-fallback> <div class="rh-image-embed-container"> <a class="rh-image-embed-link" href="/en/technologies/cloud-computing/openshift" title="Red Hat OpenShift"> <div class="rh-image-embed-span" style="background-image: url('https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-openshift.svg');"> <img class="rh-image-embed-img" src="https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-openshift.svg" alt="Red Hat OpenShift" loading="lazy"> </div> </a> </div> </div> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Red Hat® OpenShift® provides a centralized collaboration platform to help your organization scale DevOps.</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/technologies/cloud-computing/openshift" title="product | red hat openshift" data-analytics-linktype="cta" aria-describedby="rh-f70pj">Learn more<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | product_box --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="stacked"> <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="logo-short" data-rh-use-fallback> <div class="rh-image-embed-container"> <a class="rh-image-embed-link" href="/en/technologies/cloud-computing/developer-hub" title="Red Hat Developer Hub"> <div class="rh-image-embed-span" style="background-image: url('https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-developer-hub.svg');"> <img class="rh-image-embed-img" src="https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-developer-hub.svg" alt="Red Hat Developer Hub" loading="lazy"> </div> </a> </div> </div> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Red Hat® Developer Hub provides the tools to build an internal developer platform, a critical part of maintaining a DevOps culture.</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/technologies/cloud-computing/developer-hub" title="Red hat Developer Hub | Business Solutions" data-analytics-linktype="cta" aria-describedby="rh-vfobw">Learn more<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | product_box --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="stacked"> <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="logo-tall" data-rh-use-fallback> <div class="rh-image-embed-container"> <a class="rh-image-embed-link" href="/en/solutions/trusted-software-supply-chain" title="Red Hat Trusted Software Supply Chain"> <div class="rh-image-embed-span" style="background-image: url('https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-trusted-software-supply-chain--stacked.svg');"> <img class="rh-image-embed-img" src="https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-trusted-software-supply-chain--stacked.svg" alt="Red Hat Trusted Software Supply Chain" loading="lazy"> </div> </a> </div> </div> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Red Hat® Trusted Software Supply Chain helps organizations build security into the software development life cycle from the start.</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/solutions/trusted-software-supply-chain" title="Red Hat OpenShift | Trusted Software Supply Chain" data-analytics-linktype="cta" aria-describedby="rh-ck3na">Learn more<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | product_box --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="stacked"> <!-- Component | Image_embed --> <div class="rh-image-embed--component" data-rh-align="logo-tall" data-rh-use-fallback> <div class="rh-image-embed-container"> <a class="rh-image-embed-link" href="/en/technologies/management/ansible" title="Red Hat Ansible Automation Platform"> <div class="rh-image-embed-span" style="background-image: url('https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-ansible-automation-platform.svg');"> <img class="rh-image-embed-img" src="https://static.redhat.com/libs/redhat/brand-assets/2/products/red-hat-ansible-automation-platform.svg" alt="Red Hat Ansible Automation Platform" loading="lazy"> </div> </a> </div> </div> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Red Hat® Ansible® Automation Platform automates the major stages of CI/CD pipelines, becoming the activating tool of DevOps methodologies.</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/technologies/management/ansible" title="product | Red Hat Ansible Automation platform" data-analytics-linktype="cta" aria-describedby="rh-bn651">Learn more<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> </div> <!-- Subpattern | Content_group --> <!-- Content set group --> <h4 pfe-content-set--header class="rh-content-set-group--header" id="related-articles">Related articles</h4> <div pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="6 6"> <!-- Subpattern | standard_text --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked"> <div class="rh-group-body" data-rh-layout="min-stacked"> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <ul class="rc-list--primary"><li><a href="/en/technologies/cloud-computing/openshift/aiml-1">AI/ML on Red Hat OpenShift</a></li><li><a href="/en/topics/security/backup-and-recovery">Backup and recovery for containers</a></li><li><a href="/en/technologies/cloud-computing/openshift/business-leaders">Red Hat OpenShift for business leaders</a></li><li><a href="/en/technologies/cloud-computing/openshift/ci-cd">Cloud-native CI/CD on Red Hat OpenShift</a></li><li><a href="/en/technologies/cloud-computing/openshift/cost-management-1">Cost management for Kubernetes</a></li><li><a href="/en/technologies/cloud-computing/openshift/databases-and-data-analytics">Databases and data analytics on Red Hat OpenShift</a></li><li><a href="/en/technologies/cloud-computing/openshift/deploy-red-hat-openshift-1">How to deploy Red Hat OpenShift</a></li><li><a href="/en/technologies/cloud-computing/openshift/developers-1">Red Hat OpenShift for developers</a></li><li><a href="/en/topics/containers/high-availability-containers-1">High availability and disaster recovery for containers</a></li><li><a href="/en/technologies/cloud-computing/openshift/edge-computing">Edge computing with Red Hat OpenShift</a></li><li><a href="/en/technologies/cloud-computing/openshift/it-operations-1">Red Hat OpenShift for IT operations</a></li><li><a href="/en/technologies/cloud-computing/openshift/migration">How to migrate from Red Hat OpenShift 3 to 4</a></li><li><a href="/en/technologies/cloud-computing/openshift/quarkus-1">Why develop Java apps with Quarkus on Red Hat OpenShift?</a></li><li><a href="/en/topics/containers/what-is-rkt-1">What is rkt?</a></li><li><a href="/en/technologies/cloud-computing/openshift/sap-1">SAP on Red Hat OpenShift</a></li><li><a href="/en/topics/application-modernization/what-is-dotnet-modernization">What is .NET application modernization?</a></li></ul> </div> </div> </div> <!-- Subpattern | standard_text --> <!-- Group layout --> <div class="rh-group--layout" data-rh-layout="stacked"> <div class="rh-group-body" data-rh-layout="min-stacked"> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <ul class="rc-list--primary"><li><a href="/en/technologies/cloud-computing/openshift/security-1">How OpenShift enables container security</a></li><li><a href="/en/technologies/cloud-computing/openshift/spring">Spring on Kubernetes</a></li><li><a href="/en/resources/self-managed-openshift-subscription-guide">Red Hat OpenShift subscription guide</a></li><li><a href="/en/technologies/cloud-computing/openshift/virtualization">Virtualization with Red Hat OpenShift</a></li><li><a href="/en/technologies/cloud-computing/openshift/vmware-1">Red Hat OpenShift on VMware</a></li><li><a href="/en/technologies/cloud-computing/openshift/what-are-openshift-operators-1">What are Red Hat OpenShift Operators?</a></li><li><a href="/en/technologies/cloud-computing/openshift/what-are-red-hat-openshift-cloud-services-1">What are Red Hat OpenShift cloud services?</a></li><li><a href="/en/technologies/cloud-computing/openshift/what-is-openshift-service-mesh">What is Red Hat OpenShift Service Mesh?</a></li><li><a href="/en/technologies/cloud-computing/openshift/what-was-coreos">What was CoreOS and CoreOS container Linux?</a></li><li><a href="/en/technologies/cloud-computing/openshift/windows-containers-on-red-hat-openshift-1">Orchestrating Windows containers on Red Hat OpenShift</a></li><li><a href="/en/topics/containers/what-is-enterprise-kubernetes">Understanding enterprise Kubernetes</a></li><li><a href="/en/topics/containers/red-hat-openshift-kubernetes">Red Hat OpenShift vs. Kubernetes</a></li><li><a href="/en/topics/microservices/why-choose-openshift-serverless-1">Why choose Red Hat OpenShift Serverless?</a></li><li><a href="/en/topics/microservices/why-choose-openshift-service-mesh">Why choose Red Hat OpenShift Service Mesh?</a></li><li><a href="/en/technologies/cloud-computing/openshift/openshift-vs-openstack-1">OpenShift vs. OpenStack: What are the differences?</a></li></ul> </div> </div> </div> </div> <!-- Subpattern | Content_group --> <!-- Content set group --> <h4 pfe-content-set--header class="rh-content-set-group--header" id="resources">Resources</h4> <div pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="masonry"> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <p class="rh-standard-header-title-small"> Podcast </p> </div> </header> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Command Line Heroes Season 4, Episode 6:<br>"Open source hardware: Makers unite"</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/command-line-heroes/season-4/open-source-hardware" title="Command Line Heroes: Season 4: Episode 6" data-analytics-linktype="cta" aria-describedby="rh-0e4uk">Listen Now<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <div class="rc-title">E-books</div><p><a href="/en/topics/containers/red-hat-openshift-kubernetes">Red Hat OpenShift and Kubernetes ... what's the difference?</a></p><p><a href="/en/resources/getting-started-azure-openshift-ebook">Getting started with Azure Red Hat OpenShift</a></p> </div> </div> </div> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <div class="rc-title">Analyst papers</div><p><a href="/en/engage/total-economic-impact-20220427">The Total Economic Impact™ of Red Hat OpenShift cloud services</a></p><p><a href="/en/engage/idc-enterprises-cloud-20220426">Enterprises accelerate agility with cloud services</a></p><p><a href="/en/engage/application-development-platform-20170713">The business value of Red Hat OpenShift</a></p><p><a href="/en/resources/gartner-pulse-survey-infographic-analyst-material">Open source and cloud-based software to power AI initiatives</a></p> </div> </div> </div> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <h3 class="rh-standard-header-headline-small" id="rh-y5e84">Keep exploring</h3> </div> </header> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <div class="rc-title">CHECKLIST</div><p><a href="https://www.redhat.com/en/resources/5-ways-site-reliability-engineers-help-checklist">5 ways site reliability engineers can help you</a></p><div class="rc-title">CHECKLIST</div><p><a href="https://www.redhat.com/en/resources/six-ways-cloud-security-checklist">6 security benefits of cloud computing environments</a></p><div class="rc-title">SUCCESS STORY</div><p><a href="/en/success-stories/hca-healthcare">HCA Healthcare uses innovative data platform to save lives</a></p><div class="rc-title">Video</div><p><a href="https://www.youtube.com/watch?v=AANJQSONXbw&feature=youtu.be&t=5554">BMW ConnectedDrive with Red Hat OpenShift</a></p><div class="rc-title">Datasheet</div><p><a href="/en/resources/openshift-container-platform-datasheet">Red Hat OpenShift Container Platform</a></p><div class="rc-title">SUCCESS STORY</div><p><a href="/en/success-stories/banco-galicia-NLP" data-entity-type="node" data-entity-uuid="62807075-697a-4918-afbe-4b6010b408d4" data-entity-substitution="canonical" title="Banco Galicia builds first open source intelligent NLP platform">Banco Galicia onboards new corporate customers in minutes with intelligent NLP platform</a></p><div class="rc-title">SUCCESS STORY</div><p><a href="/en/success-stories/kpmg" data-entity-type="node" data-entity-uuid="2ccb91eb-3b40-4d96-90f5-ed18b1b0cf8c" data-entity-substitution="canonical" title="KPMG improves outcomes for state citizen services through a modern systems integration platform">KPMG improves outcomes for state citizen services through a modern systems integration platform</a></p> </div> </div> </div> </div> <!-- Subpattern | Content_group --> <!-- Content set group --> <h4 pfe-content-set--header class="rh-content-set-group--header" id="training">Training</h4> <div pfe-content-set--panel class="rh-content-set-group--panel" data-rh-layout="card-gallery"> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <p class="rh-standard-header-title-small"> Free training course </p> </div> </header> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Running Containers with Red Hat Technical Overview</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/services/training/rh065-running-containers-red-hat-technical-overview" title="Running Containers with Red Hat Technical Overview " data-analytics-linktype="cta" aria-describedby="rh-1bzap">Get started<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <p class="rh-standard-header-title-small"> Free training course </p> </div> </header> <!-- Component | Generic --> <div class="rh-generic--component" data-rh-align="left"> <p>Developing Cloud-Native Applications with Microservices Architectures</p> </div> </div> <footer class="rh-card-footer"> <!-- Component | CTA --> <span class="rh-cta--component" data-rh-align="left" data-rh-cta-type="secondary"> <a class="rh-cta-link" href="/en/services/training/do092-developing-cloud-native-applications-microservices-architectures" title="Developing Cloud-Native Applications with Microservices Architectures" data-analytics-linktype="cta" aria-describedby="rh-0oy1z">Get started<span aria-hidden="true"><svg data-name="Layer 1" viewBox="0 0 36 36"><title>Icon-Red_Hat-Directional-A-Black-RGB</title><path d="M29.74 17.95v-.1a.9.9 0 0 0-.03-.086c-.01-.025-.016-.05-.027-.075a.72.72 0 0 0-.148-.223l-3.5-3.5-3.5-3.5a.75.75 0 1 0-1.06 1.06l2.86 2.86 2.86 2.86H7a.75.75 0 0 0 0 1.5h20.19l-2.22 2.223-3.5 3.5a.75.75 0 1 0 1.06 1.06l3.5-3.5 3.5-3.5c.007-.007.01-.016.016-.023a.738.738 0 0 0 .147-.22l.005-.02a.76.76 0 0 0 .045-.236.23.23 0 0 0 .007-.03c0-.017-.008-.032-.01-.05z" /></svg></span></a> </span> </footer> </div> <!-- Subpattern | standard_text --> <!-- Card layout --> <div class="rh-card--layout " data-rh-background="white" data-rh-theme="light" data-rh-bg-align="cover" data-rh-layout="stacked" data-rh-justify="justify"><div class="rh-card-content" data-rh-layout="min-stacked"> <!-- Component | standard_header --> <header class="rh-standard-header--component" data-rh-align="left"> <div class="rh-standard-header-container"> <p class="rh-standard-header-title-small"> Free training course </p> </div> </header> <!-- Component | 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