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class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/tutorials/upgrading-ubuntu-desktop" data-level="2" class="js-focus-target">Upgrade Ubuntu</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://help.ubuntu.com/" data-level="2" class="js-focus-target">Ubuntu documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/tutorials/install-ubuntu-desktop" data-level="2" class="js-focus-target">Desktop install</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/server/docs/installation" data-level="2" class="js-focus-target">Server install</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/server/docs" data-level="2" class="js-focus-target">Server guide</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/cloud/public-cloud" data-level="2" class="js-focus-target">Ubuntu on public clouds</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="private-cloud-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#private-cloud-menu" aria-controls="private-cloud-menu" data-level="1">Private cloud</a> <ul class="p-navigation__dropdown js-dropdown-list" id="private-cloud-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="private-cloud-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="private-cloud-content" href="#private-cloud-content-back" data-level="2">Back</a> </li> <li> <a href="https://ubuntu.com/openstack" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>OpenStack</span> <br /> <small>Enterprise private cloud</small> </a> </li> <li> <a href="https://ubuntu.com/server" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Server</span> <br /> <small>Scalable Linux for the cloud</small> </a> </li> <li> <a href="https://ubuntu.com/landscape" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Landscape</span> <br /> <small>Monitor and manage machines</small> </a> </li> <li> <a href="https://maas.io/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>MAAS</span> <br /> <small>Bare metal provisioning</small> </a> </li> <li> <a href="https://ubuntu.com/ceph" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ceph</span> <br /> <small>Open source storage</small> </a> </li> <li> <a href="https://anbox-cloud.io/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Anbox Cloud</span> <br /> <small>Virtualised Android on demand</small> </a> </li> <li> <a href="https://juju.is/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Juju</span> <br /> <small>Orchestrator engine for operators</small> </a> </li> <li> <a href="https://ubuntu.com/openstack/consulting" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Private cloud build</span> <br /> <small>OpenStack implementation</small> </a> </li> <li> <a href="https://microstack.run/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>MicroStack</span> <br /> <small>Cloud-native OpenStack</small> </a> </li> <li> <a href="/microcloud" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>MicroCloud</span> <br /> <small>Lightweight, automated clouds</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/server/docs" data-level="2" class="js-focus-target">Server documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://maas.io/docs" data-level="2" class="js-focus-target">MAAS documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://microstack.run/docs/single-node" data-level="2" class="js-focus-target">MicroStack installation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/blog/data-centre-networking-what-is-sdn" data-level="2" class="js-focus-target">Data Centre Networking blog</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/openstack/pricing-calculator" data-level="2" class="js-focus-target">OpenStack pricing</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/openstack/consulting" data-level="2" class="js-focus-target">Private cloud consulting</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/blog/private_cloud_avoiding_operational_costs" data-level="2" class="js-focus-target">Private cloud: Avoiding the high cost of operations</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="public-cloud-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#public-cloud-menu" aria-controls="public-cloud-menu" data-level="1">Public cloud</a> <ul class="p-navigation__dropdown js-dropdown-list" id="public-cloud-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="public-cloud-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="public-cloud-content" href="#public-cloud-content-back" data-level="2">Back</a> </li> <li> <a href="https://ubuntu.com/cloud/public-cloud" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu on public clouds</span> <br /> <small>The most popular cloud OS</small> </a> </li> <li> <a href="https://ubuntu.com/aws" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu on AWS</span> <br /> <small>AWS Marketplace</small> </a> </li> <li> <a href="https://ubuntu.com/azure" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu on Azure</span> <br /> <small>Microsoft Azure Marketplace</small> </a> </li> <li> <a href="https://ubuntu.com/gcp" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu on GCP</span> <br /> <small>Google Cloud Marketplace</small> </a> </li> <li> <a href="https://ubuntu.com/aws/workspaces" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu WorkSpaces</span> <br /> <small>Virtual desktops on AWS</small> </a> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="virtualisation-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#virtualisation-menu" aria-controls="virtualisation-menu" data-level="1">Virtualisation</a> <ul class="p-navigation__dropdown js-dropdown-list" id="virtualisation-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="virtualisation-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="virtualisation-content" href="#virtualisation-content-back" data-level="2">Back</a> </li> <li> <a href="https://multipass.run/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Multipass</span> <br /> <small>VMs for Windows, macOS & Linux</small> </a> </li> <li> <a href="https://ubuntu.com/lxd" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>LXD</span> <br /> <small>Linux containers and VMs</small> </a> </li> <li> <a href="https://ubuntu.com/desktop/wsl" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>WSL</span> <br /> <small>Windows Subsystem for Linux</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://snapcraft.io/blog/what-is-virtualisation-the-basics" data-level="2" class="js-focus-target">What is virtualisation?</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://multipass.run/docs" data-level="2" class="js-focus-target">Multipass documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/server/docs/virtualization-multipass" data-level="2" class="js-focus-target">Virtualisation docs in the server guide</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://wiki.ubuntu.com/WSL" data-level="2" class="js-focus-target">What is WSL?</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/tutorials/install-ubuntu-on-wsl2-on-windows-11-with-gui-support" data-level="2" class="js-focus-target">Install Ubuntu on Windows 11</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/tutorials/install-ubuntu-on-wsl2-on-windows-10" data-level="2" class="js-focus-target">Install Ubuntu on Windows 10</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="security-and-support-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#security-and-support-menu" aria-controls="security-and-support-menu" data-level="1">Security and support</a> <ul class="p-navigation__dropdown js-dropdown-list" id="security-and-support-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="security-and-support-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="security-and-support-content" href="#security-and-support-content-back" data-level="2">Back</a> </li> <li> <a href="https://ubuntu.com/pro" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Pro</span> <br /> <small>Security & compliance subscription</small> </a> </li> <li> <a href="https://ubuntu.com/support" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Pro + support</span> <br /> <small>24/7 support for the full-stack</small> </a> </li> <li> <a href="https://ubuntu.com/security/esm" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>ESM</span> <br /> <small>10 years of security maintenance</small> </a> </li> <li> <a href="https://ubuntu.com/landscape" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Landscape</span> <br /> <small>Monitor and manage machines</small> </a> </li> <li> <a href="https://ubuntu.com/security/livepatch" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Livepatch</span> <br /> <small>Stay patched without reboots</small> </a> </li> <li> <a href="https://ubuntu.com/aws/pro" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Pro for AWS</span> <br /> <small>Amazon Web Services support</small> </a> </li> <li> <a href="https://ubuntu.com/azure/pro" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Pro for Azure</span> <br /> <small>Microsoft Azure cloud support</small> </a> </li> <li> <a href="https://ubuntu.com/gcp/pro" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Pro for GCP</span> <br /> <small>Google Cloud support</small> </a> </li> <li> <a href="https://ubuntu.com/security/certifications" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Certifications and hardening</span> <br /> <small>CIS, DISA-STIG, FIPS compliance</small> </a> </li> <li> <a href="https://ubuntu.com/confidential-computing" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Confidential computing</span> <br /> <small>Protect your data in use</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/pricing/pro" data-level="2" class="js-focus-target">Ubuntu Pro pricing</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/pricing/consulting" data-level="2" class="js-focus-target">Open infrastructure consulting</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/certified" data-level="2" class="js-focus-target">Certified hardware</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/security/cves" data-level="2" class="js-focus-target">CVE reports</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/security/notices" data-level="2" class="js-focus-target">Ubuntu Security Notices (USN)</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="kubernetes-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#kubernetes-menu" aria-controls="kubernetes-menu" data-level="1">Kubernetes</a> <ul class="p-navigation__dropdown js-dropdown-list" id="kubernetes-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="kubernetes-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="kubernetes-content" href="#kubernetes-content-back" data-level="2">Back</a> </li> <li> <a href="https://ubuntu.com/kubernetes" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Kubernetes</span> <br /> <small>Containerised workloads</small> </a> </li> <li> <a href="https://microk8s.io/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>MicroK8s</span> <br /> <small>Simplest way to get Kubernetes</small> </a> </li> <li> <a href="https://ubuntu.com/kubernetes/charmed-k8s" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Charmed Kubernetes</span> <br /> <small>Composable K8s for the enterprise</small> </a> </li> <li> <a href="https://ubuntu.com/ai/what-is-kubeflow" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Kubeflow</span> <br /> <small>Machine learning toolkit for K8s</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/kubernetes/docs" data-level="2" class="js-focus-target">Kubernetes documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/kubernetes/docs/quickstart" data-level="2" class="js-focus-target">Getting started with Kubernetes</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/kubernetes/compare" data-level="2" class="js-focus-target">Distributions comparison</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://juju.is/cloud-native-kubernetes-usage-report-2022" data-level="2" class="js-focus-target">Cloud native operations report</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="http://microk8s.io/docs/getting-started" data-level="2" class="js-focus-target">Getting started with MicroK8s</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://charmed-kubeflow.io/docs/install" data-level="2" class="js-focus-target">Kubeflow installation tutorial</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="ai-and-data-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#ai-and-data-menu" aria-controls="ai-and-data-menu" data-level="1">AI and data</a> <ul class="p-navigation__dropdown js-dropdown-list" id="ai-and-data-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="ai-and-data-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="ai-and-data-content" href="#ai-and-data-content-back" data-level="2">Back</a> </li> <li> <a href="https://ubuntu.com/ai" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>AI/ML</span> <br /> <small>AI and machine learning on Ubuntu</small> </a> </li> <li> <a href="https://charmed-kubeflow.io/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Kubeflow</span> <br /> <small>End-to-end MLOps platform</small> </a> </li> <li> <a href="https://ubuntu.com/ai/mlflow" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>MLflow</span> <br /> <small>Lightweight ML platform</small> </a> </li> <li> <a href="/data" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Data solutions</span> <br /> <small>Enterprise data management at scale</small> </a> </li> <li> <a href="/data/kafka" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Kafka</span> <br /> <small>Streaming data platform</small> </a> </li> <li> <a href="/data/spark" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Spark</span> <br /> <small>Big data processing</small> </a> </li> <li> <a href="/data/mongodb" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>MongoDB</span> <br /> <small>NoSQL database management</small> </a> </li> <li> <a href="/data/postgresql" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>PostgreSQL</span> <br /> <small>Relational database management</small> </a> </li> <li> <a href="/data/mysql" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>MySQL</span> <br /> <small>Relational database management</small> </a> </li> <li> <a href="/data/opensearch" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>OpenSearch</span> <br /> <small>Search and analytics suite</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://charmed-kubeflow.io/docs" data-level="2" class="js-focus-target">Kubeflow documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://documentation.ubuntu.com/charmed-mlflow/en/latest/" data-level="2" class="js-focus-target">MLflow documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="/data/docs" data-level="2" class="js-focus-target">Data documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/engage/mlops-toolkit/" data-level="2" class="js-focus-target">MLOps toolkit</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/engage/open-source-big-data-ai" data-level="2" class="js-focus-target">Guide to big data and AI</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="certified-hardware-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#certified-hardware-menu" aria-controls="certified-hardware-menu" data-level="1">Certified hardware</a> <ul class="p-navigation__dropdown js-dropdown-list" id="certified-hardware-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="certified-hardware-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="certified-hardware-content" href="#certified-hardware-content-back" data-level="2">Back</a> </li> <li> <a href="https://ubuntu.com/certified" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Certified hardware</span> <br /> <small>Ubuntu hardware you can trust</small> </a> </li> <li> <a href="https://ubuntu.com/certified?q=&limit=20&category=Laptop&category=Desktop" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>PC and laptops</span> <br /> <small>Certified for Ubuntu</small> </a> </li> <li> <a href="https://ubuntu.com/certified/servers" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Servers</span> <br /> <small>Hardware for data centres</small> </a> </li> <li> <a href="https://ubuntu.com/certified/devices" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>IoT devices</span> <br /> <small>Stable and secure devices</small> </a> </li> <li> <a href="https://ubuntu.com/certified/socs" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>SoCs</span> <br /> <small>System on a Chip hardware</small> </a> </li> <li> <a href="https://ubuntu.com/certified?q=&limit=20&vendor=Raspberry+Pi+Foundation" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Raspberry Pi</span> <br /> <small>Certified Pi devices</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/certified/why-certified" data-level="2" class="js-focus-target">Why use Certified devices?</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/partners/become-a-partner" data-level="2" class="js-focus-target">Certify your device</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://www.brighttalk.com/webcast/6793/497538" data-level="2" class="js-focus-target">Why certification matters for AIoT</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://www.brighttalk.com/webcast/6793/514263" data-level="2" class="js-focus-target">Industrial Pi use cases webinar</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/blog/why-you-should-buy-a-pre-installed-ubuntu-workstation" data-level="2" class="js-focus-target">Why buy a preinstalled workstation?</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="iot-and-edge-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#iot-and-edge-menu" aria-controls="iot-and-edge-menu" data-level="1">IoT and edge</a> <ul class="p-navigation__dropdown js-dropdown-list" id="iot-and-edge-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="iot-and-edge-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="iot-and-edge-content" href="#iot-and-edge-content-back" data-level="2">Back</a> </li> <li> <a href="https://ubuntu.com/core" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Core</span> <br /> <small>Embedded Linux</small> </a> </li> <li> <a href="https://ubuntu.com/internet-of-things/appstore" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>IoT App Store</span> <br /> <small>Private app store for Linux and IoT</small> </a> </li> <li> <a href="https://ubuntu.com/internet-of-things/management" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Device management</span> <br /> <small>Manage fleets of IoT devices</small> </a> </li> <li> <a href="https://ubuntu.com/certified/devices" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Certified devices</span> <br /> <small>Hardware/OS compatibility</small> </a> </li> <li> <a href="https://mir-server.io/ubuntu-frame" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Ubuntu Frame</span> <br /> <small>Embedded graphical displays</small> </a> </li> <li> <a href="https://ubuntu.com/robotics/ros-esm" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>ROS ESM</span> <br /> <small>Expanded security for robots</small> </a> </li> <li> <a href="https://ubuntu.com/real-time" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Real-time Ubuntu</span> <br /> <small>Low-latency kernel</small> </a> </li> <li> <a href="https://ubuntu.com/core/services" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>IoT Professional Services</span> <br /> <small>Bring IoT devices to market</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/engage/a-practical-guide-to-iot-lifecycle-management" data-level="2" class="js-focus-target">Guide to IoT lifecycle management</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/blog/canonical-joins-the-connectivity-standards-alliance" data-level="2" class="js-focus-target">Canonical joins the CSA</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/engage/robot-operating-system-choice" data-level="2" class="js-focus-target">Pick the OS for your robots</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/engage/embedded-linux-make-or-buy" data-level="2" class="js-focus-target">Embedded Linux: make or buy?</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/download/raspberry-pi-core" data-level="2" class="js-focus-target">Try Ubuntu Core on Raspberry Pi</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/engage/bridge-the-IT-OT-gap-Industry4" data-level="2" class="js-focus-target">Industry 4.0 webinar</a> </span> </li> </ul> </li> <li class="p-navigation__item--dropdown-toggle" id="developer-tools-content"> <a class="p-navigation__link js-dropdown-button js-focus-target" href="#developer-tools-menu" aria-controls="developer-tools-menu" data-level="1">Developer tools</a> <ul class="p-navigation__dropdown js-dropdown-list" id="developer-tools-menu" aria-hidden="true"> <li class="p-navigation__item--dropdown-close" id="developer-tools-content-back"> <a class="p-navigation__link js-back-button js-focus-target" aria-controls="developer-tools-content" href="#developer-tools-content-back" data-level="2">Back</a> </li> <li> <a href="https://snapcraft.io/about" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Snaps</span> <br /> <small>Containerised applications for Linux</small> </a> </li> <li> <a href="https://snapcraft.io/build" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Snapcraft</span> <br /> <small>Build and publish your snaps</small> </a> </li> <li> <a href="https://snapcraft.io" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Snap Store</span> <br /> <small>App store for Linux</small> </a> </li> <li> <a href="https://juju.is/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Juju</span> <br /> <small>Orchestrator engine for operators</small> </a> </li> <li> <a href="https://charmhub.io/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>Charmhub</span> <br /> <small>Software operators collection</small> </a> </li> <li> <a href="https://jaas.ai/" class="p-navigation__dropdown-item js-focus-target" data-level="2"> <span>JAAS</span> <br /> <small>Auditing and compliance for Juju</small> </a> </li> <li class="p-navigation--list-heading"> <h2 class="p-navigation__dropdown-item p-text--small-caps u-no-margin js-focus-target" data-level="2">Quick links</h2> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://snapcraft.io/docs" data-level="2" class="js-focus-target">Snap documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://ubuntu.com/tutorials/create-your-first-snap" data-level="2" class="js-focus-target">Create your first snap</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="https://juju.is/docs" data-level="2" class="js-focus-target">Juju documentation</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a 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class="row u-no-padding"> <div class="col-3"> <ul class="p-list"> <li> <a href="https://ubuntu.com/desktop" class="p-navigation__dropdown-item " > <span>Ubuntu Desktop</span> <br /> <small>Fast, modern and secure Linux</small> </a> </li> <li> <a href="https://ubuntu.com/server" class="p-navigation__dropdown-item " > <span>Ubuntu Server</span> <br /> <small>Scalable Linux for the cloud</small> </a> </li> <li> <a href="https://maas.io/" class="p-navigation__dropdown-item " > <span>MAAS</span> <br /> <small>Bare metal provisioning</small> </a> </li> <li> <a href="https://snapcraft.io/" class="p-navigation__dropdown-item " > <span>Snapcraft</span> <br /> <small>App store for Linux</small> </a> </li> <li> <a href="https://ubuntu.com/openstack" class="p-navigation__dropdown-item " > <span>OpenStack</span> <br /> <small>Private cloud provisioning</small> </a> </li> </ul> </div> <div class="col-3"> <ul class="p-list"> <li> <a href="/microcloud" class="p-navigation__dropdown-item " > <span>MicroCloud</span> <br /> <small>Lightweight, automated clouds</small> </a> </li> <li> <a href="https://ubuntu.com/pro" class="p-navigation__dropdown-item " > <span>Ubuntu Pro</span> <br /> <small>Security & compliance subscription</small> </a> </li> <li> <a href="https://ubuntu.com/support" class="p-navigation__dropdown-item " > <span>Enterprise-grade support</span> <br /> <small>24/7 support for the full-stack</small> </a> </li> <li> <a href="https://ubuntu.com/security/livepatch" class="p-navigation__dropdown-item " > <span>Livepatch</span> <br /> <small>Stay patched and defer reboots</small> </a> </li> </ul> </div> <div class="col-3"> <ul class="p-list"> <li> <a href="https://ubuntu.com/kubernetes" class="p-navigation__dropdown-item " > <span>Kubernetes</span> <br /> <small>Containerised workloads</small> </a> </li> <li> <a href="https://charmhub.io/" class="p-navigation__dropdown-item " > <span>Charmhub</span> <br /> <small>Charmed Operators marketplace</small> </a> </li> <li> <a href="https://juju.is/" class="p-navigation__dropdown-item " > <span>Juju</span> <br /> <small>Orchestration engine for operators</small> </a> </li> <li> <a href="https://ubuntu.com/certified" class="p-navigation__dropdown-item " > <span>Certified hardware</span> <br /> <small>Ubuntu hardware you can trust</small> </a> </li> </ul> </div> </div> </div> </div> </div> <div class="p-navigation__footer"> <p>We're here to help with any questions and more information.</p> <a href="https://ubuntu.com/contact-us" class="p-button">Contact us</a> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-ubuntu-os-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-ubuntu-os-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/desktop" class="p-navigation__dropdown-item " > <span>Ubuntu Desktop</span> <br /> <small>Fast, modern and secure Linux</small> </a> </li> <li> <a href="https://ubuntu.com/server" class="p-navigation__dropdown-item " > <span>Ubuntu Server</span> <br /> <small>Scalable Linux for the cloud</small> </a> </li> <li> <a href="https://ubuntu.com/pro" class="p-navigation__dropdown-item " > <span>Ubuntu Pro</span> <br /> <small>Security & compliance subscription</small> </a> </li> <li> <a href="https://ubuntu.com/core" class="p-navigation__dropdown-item " > <span>Ubuntu Core</span> <br /> <small>Embedded Linux</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/security/fips" class="p-navigation__dropdown-item " > <span>FIPS for Ubuntu</span> <br /> <small>Secure Linux for government</small> </a> </li> <li> <a href="https://ubuntu.com/desktop/wsl" class="p-navigation__dropdown-item " > <span>WSL</span> <br /> <small>Windows Subsystem for Linux</small> </a> </li> <li> <a href="https://multipass.run/" class="p-navigation__dropdown-item " > <span>Multipass</span> <br /> <small>VMs for Windows, macOS & Linux</small> </a> </li> </ul> </div> </div> </div> </div> <div class="col-3"> <div class="p-navigation__link-list"> <h2 class="p-navigation--list-heading p-text--small-caps u-no-padding">Quick links</h2> <ul class="p-list"> <li class="p-list__item"> <a href="https://ubuntu.com/tutorials/upgrading-ubuntu-desktop">Upgrade Ubuntu</a> </li> <li class="p-list__item"> <a href="https://help.ubuntu.com/">Ubuntu documentation</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/tutorials/install-ubuntu-desktop">Desktop install</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/server/docs/installation">Server install</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/server/docs">Server guide</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/cloud/public-cloud">Ubuntu on public clouds</a> </li> </ul> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-private-cloud-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-private-cloud-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/openstack" class="p-navigation__dropdown-item " > <span>OpenStack</span> <br /> <small>Enterprise private cloud</small> </a> </li> <li> <a href="https://ubuntu.com/server" class="p-navigation__dropdown-item " > <span>Ubuntu Server</span> <br /> <small>Scalable Linux for the cloud</small> </a> </li> <li> <a href="https://ubuntu.com/landscape" class="p-navigation__dropdown-item " > <span>Landscape</span> <br /> <small>Monitor and manage machines</small> </a> </li> <li> <a href="https://maas.io/" class="p-navigation__dropdown-item " > <span>MAAS</span> <br /> <small>Bare metal provisioning</small> </a> </li> <li> <a href="https://ubuntu.com/ceph" class="p-navigation__dropdown-item " > <span>Ceph</span> <br /> <small>Open source storage</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="https://anbox-cloud.io/" class="p-navigation__dropdown-item " > <span>Anbox Cloud</span> <br /> <small>Virtualised Android on demand</small> </a> </li> <li> <a href="https://juju.is/" class="p-navigation__dropdown-item " > <span>Juju</span> <br /> <small>Orchestrator engine for operators</small> </a> </li> <li> <a href="https://ubuntu.com/openstack/consulting" class="p-navigation__dropdown-item " > <span>Private cloud build</span> <br /> <small>OpenStack implementation</small> </a> </li> <li> <a href="https://microstack.run/" class="p-navigation__dropdown-item " > <span>MicroStack</span> <br /> <small>Cloud-native OpenStack</small> </a> </li> <li> <a href="/microcloud" class="p-navigation__dropdown-item " > <span>MicroCloud</span> <br /> <small>Lightweight, automated clouds</small> </a> </li> </ul> </div> </div> </div> </div> <div class="col-3"> <div class="p-navigation__link-list"> <h2 class="p-navigation--list-heading p-text--small-caps u-no-padding">Quick links</h2> <ul class="p-list"> <li class="p-list__item"> <a href="https://ubuntu.com/server/docs">Server documentation</a> </li> <li class="p-list__item"> <a href="https://maas.io/docs">MAAS documentation</a> </li> <li class="p-list__item"> <a href="https://microstack.run/docs/single-node">MicroStack installation</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/blog/data-centre-networking-what-is-sdn">Data Centre Networking blog</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/openstack/pricing-calculator">OpenStack pricing</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/openstack/consulting">Private cloud consulting</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/blog/private_cloud_avoiding_operational_costs">Private cloud: Avoiding the high cost of operations</a> </li> </ul> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-public-cloud-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-public-cloud-tab"> <div class="row u-no-padding"> <div class="col-9"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-3"> <ul class="p-list"> <li> <a href="https://ubuntu.com/cloud/public-cloud" class="p-navigation__dropdown-item " > <span>Ubuntu on public clouds</span> <br /> <small>The most popular cloud OS</small> </a> </li> <li> <a href="https://ubuntu.com/aws" class="p-navigation__dropdown-item " > <span>Ubuntu on AWS</span> <br /> <small>AWS Marketplace</small> </a> </li> </ul> </div> <div class="col-3"> <ul class="p-list"> <li> <a href="https://ubuntu.com/azure" class="p-navigation__dropdown-item " > <span>Ubuntu on Azure</span> <br /> <small>Microsoft Azure Marketplace</small> </a> </li> <li> <a href="https://ubuntu.com/gcp" class="p-navigation__dropdown-item " > <span>Ubuntu on GCP</span> <br /> <small>Google Cloud Marketplace</small> </a> </li> </ul> </div> <div class="col-3"> <ul class="p-list"> <li> <a href="https://ubuntu.com/aws/workspaces" class="p-navigation__dropdown-item " > <span>Ubuntu WorkSpaces</span> <br /> <small>Virtual desktops on AWS</small> </a> </li> </ul> </div> </div> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-virtualisation-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-virtualisation-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://multipass.run/" class="p-navigation__dropdown-item " > <span>Multipass</span> <br /> <small>VMs for Windows, macOS & Linux</small> </a> </li> <li> <a href="https://ubuntu.com/lxd" class="p-navigation__dropdown-item " > <span>LXD</span> <br /> <small>Linux containers and VMs</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/desktop/wsl" class="p-navigation__dropdown-item " > <span>WSL</span> <br /> <small>Windows Subsystem for Linux</small> </a> </li> </ul> </div> </div> </div> </div> <div class="col-3"> <div class="p-navigation__link-list"> <h2 class="p-navigation--list-heading p-text--small-caps u-no-padding">Quick links</h2> <ul class="p-list"> <li class="p-list__item"> <a href="https://snapcraft.io/blog/what-is-virtualisation-the-basics">What is virtualisation?</a> </li> <li class="p-list__item"> <a href="https://multipass.run/docs">Multipass documentation</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/server/docs/virtualization-multipass">Virtualisation docs in the server guide</a> </li> <li class="p-list__item"> <a href="https://wiki.ubuntu.com/WSL">What is WSL?</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/tutorials/install-ubuntu-on-wsl2-on-windows-11-with-gui-support">Install Ubuntu on Windows 11</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/tutorials/install-ubuntu-on-wsl2-on-windows-10">Install Ubuntu on Windows 10</a> </li> </ul> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-security-and-support-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-security-and-support-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/pro" class="p-navigation__dropdown-item " > <span>Ubuntu Pro</span> <br /> <small>Security & compliance subscription</small> </a> </li> <li> <a href="https://ubuntu.com/support" class="p-navigation__dropdown-item " > <span>Ubuntu Pro + support</span> <br /> <small>24/7 support for the full-stack</small> </a> </li> <li> <a href="https://ubuntu.com/security/esm" class="p-navigation__dropdown-item " > <span>ESM</span> <br /> <small>10 years of security maintenance</small> </a> </li> <li> <a href="https://ubuntu.com/landscape" class="p-navigation__dropdown-item " > <span>Landscape</span> <br /> <small>Monitor and manage machines</small> </a> </li> <li> <a href="https://ubuntu.com/security/livepatch" class="p-navigation__dropdown-item " > <span>Livepatch</span> <br /> <small>Stay patched without reboots</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/aws/pro" class="p-navigation__dropdown-item " > <span>Ubuntu Pro for AWS</span> <br /> <small>Amazon Web Services support</small> </a> </li> <li> <a href="https://ubuntu.com/azure/pro" class="p-navigation__dropdown-item " > <span>Ubuntu Pro for Azure</span> <br /> <small>Microsoft Azure cloud support</small> </a> </li> <li> <a href="https://ubuntu.com/gcp/pro" class="p-navigation__dropdown-item " > <span>Ubuntu Pro for GCP</span> <br /> <small>Google Cloud support</small> </a> </li> <li> <a href="https://ubuntu.com/security/certifications" class="p-navigation__dropdown-item " > <span>Certifications and hardening</span> <br /> <small>CIS, DISA-STIG, FIPS compliance</small> </a> </li> <li> <a href="https://ubuntu.com/confidential-computing" class="p-navigation__dropdown-item " > <span>Confidential computing</span> <br /> <small>Protect your data in use</small> </a> </li> </ul> </div> </div> </div> </div> <div class="col-3"> <div class="p-navigation__link-list"> <h2 class="p-navigation--list-heading p-text--small-caps u-no-padding">Quick links</h2> <ul class="p-list"> <li class="p-list__item"> <a href="https://ubuntu.com/pricing/pro">Ubuntu Pro pricing</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/pricing/consulting">Open infrastructure consulting</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/certified">Certified hardware</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/security/cves">CVE reports</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/security/notices">Ubuntu Security Notices (USN)</a> </li> </ul> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-kubernetes-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-kubernetes-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/kubernetes" class="p-navigation__dropdown-item " > <span>Kubernetes</span> <br /> <small>Containerised workloads</small> </a> </li> <li> <a href="https://microk8s.io/" class="p-navigation__dropdown-item " > <span>MicroK8s</span> <br /> <small>Simplest way to get Kubernetes</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/kubernetes/charmed-k8s" class="p-navigation__dropdown-item " > <span>Charmed Kubernetes</span> <br /> <small>Composable K8s for the enterprise</small> </a> </li> <li> <a href="https://ubuntu.com/ai/what-is-kubeflow" class="p-navigation__dropdown-item " > <span>Kubeflow</span> <br /> <small>Machine learning toolkit for K8s</small> </a> </li> </ul> </div> </div> </div> </div> <div class="col-3"> <div class="p-navigation__link-list"> <h2 class="p-navigation--list-heading p-text--small-caps u-no-padding">Quick links</h2> <ul class="p-list"> <li class="p-list__item"> <a href="https://ubuntu.com/kubernetes/docs">Kubernetes documentation</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/kubernetes/docs/quickstart">Getting started with Kubernetes</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/kubernetes/compare">Distributions comparison</a> </li> <li class="p-list__item"> <a href="https://juju.is/cloud-native-kubernetes-usage-report-2022">Cloud native operations report</a> </li> <li class="p-list__item"> <a href="http://microk8s.io/docs/getting-started">Getting started with MicroK8s</a> </li> <li class="p-list__item"> <a href="https://charmed-kubeflow.io/docs/install">Kubeflow installation tutorial</a> </li> </ul> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-ai-and-data-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-ai-and-data-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/ai" class="p-navigation__dropdown-item " > <span>AI/ML</span> <br /> <small>AI and machine learning on Ubuntu</small> </a> </li> <li> <a href="https://charmed-kubeflow.io/" class="p-navigation__dropdown-item " > <span>Kubeflow</span> <br /> <small>End-to-end MLOps platform</small> </a> </li> <li> <a href="https://ubuntu.com/ai/mlflow" class="p-navigation__dropdown-item " > <span>MLflow</span> <br /> <small>Lightweight ML platform</small> </a> </li> <li> <a href="/data" class="p-navigation__dropdown-item " > <span>Data solutions</span> <br /> <small>Enterprise data management at scale</small> </a> </li> <li> <a href="/data/kafka" class="p-navigation__dropdown-item " > <span>Kafka</span> <br /> <small>Streaming data platform</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="/data/spark" class="p-navigation__dropdown-item " > <span>Spark</span> <br /> <small>Big data processing</small> </a> </li> <li> <a href="/data/mongodb" class="p-navigation__dropdown-item " > <span>MongoDB</span> <br /> <small>NoSQL database management</small> </a> </li> <li> <a href="/data/postgresql" class="p-navigation__dropdown-item " > <span>PostgreSQL</span> <br /> <small>Relational database management</small> </a> </li> <li> <a href="/data/mysql" class="p-navigation__dropdown-item " > <span>MySQL</span> <br /> <small>Relational database management</small> </a> </li> <li> <a href="/data/opensearch" class="p-navigation__dropdown-item " > <span>OpenSearch</span> <br /> <small>Search and analytics suite</small> </a> </li> </ul> </div> </div> </div> </div> <div class="col-3"> <div class="p-navigation__link-list"> <h2 class="p-navigation--list-heading p-text--small-caps u-no-padding">Quick links</h2> <ul class="p-list"> <li class="p-list__item"> <a href="https://charmed-kubeflow.io/docs">Kubeflow documentation</a> </li> <li class="p-list__item"> <a href="https://documentation.ubuntu.com/charmed-mlflow/en/latest/">MLflow documentation</a> </li> <li class="p-list__item"> <a href="/data/docs">Data documentation</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/engage/mlops-toolkit/">MLOps toolkit</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/engage/open-source-big-data-ai">Guide to big data and AI</a> </li> </ul> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-certified-hardware-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-certified-hardware-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/certified" class="p-navigation__dropdown-item " > <span>Certified hardware</span> <br /> <small>Ubuntu hardware you can trust</small> </a> </li> <li> <a href="https://ubuntu.com/certified?q=&limit=20&category=Laptop&category=Desktop" class="p-navigation__dropdown-item " > <span>PC and laptops</span> <br /> <small>Certified for Ubuntu</small> </a> </li> <li> <a href="https://ubuntu.com/certified/servers" class="p-navigation__dropdown-item " > <span>Servers</span> <br /> <small>Hardware for data centres</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/certified/devices" class="p-navigation__dropdown-item " > <span>IoT devices</span> <br /> <small>Stable and secure devices</small> </a> </li> <li> <a href="https://ubuntu.com/certified/socs" class="p-navigation__dropdown-item " > <span>SoCs</span> <br /> <small>System on a Chip hardware</small> </a> </li> <li> <a href="https://ubuntu.com/certified?q=&limit=20&vendor=Raspberry+Pi+Foundation" class="p-navigation__dropdown-item " > <span>Raspberry Pi</span> <br /> <small>Certified Pi devices</small> </a> </li> </ul> </div> </div> </div> </div> <div class="col-3"> <div class="p-navigation__link-list"> <h2 class="p-navigation--list-heading p-text--small-caps u-no-padding">Quick links</h2> <ul class="p-list"> <li class="p-list__item"> <a href="https://ubuntu.com/certified/why-certified">Why use Certified devices?</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/partners/become-a-partner">Certify your device</a> </li> <li class="p-list__item"> <a href="https://www.brighttalk.com/webcast/6793/497538">Why certification matters for AIoT</a> </li> <li class="p-list__item"> <a href="https://www.brighttalk.com/webcast/6793/514263">Industrial Pi use cases webinar</a> </li> <li class="p-list__item"> <a href="https://ubuntu.com/blog/why-you-should-buy-a-pre-installed-ubuntu-workstation">Why buy a preinstalled workstation?</a> </li> </ul> </div> </div> </div> </div> <div class="p-navigation__content-panel js-content-panel" hidden="true" id="products-iot-and-edge-tab-content" tabindex="-1" role="tabpanel" aria-labelledby="products-iot-and-edge-tab"> <div class="row u-no-padding"> <div class="col-6"> <div class="p-navigation__main-links"> <div class="row u-no-padding"> <div class="col-4"> <ul class="p-list"> <li> <a href="https://ubuntu.com/core" class="p-navigation__dropdown-item " > <span>Ubuntu Core</span> <br /> <small>Embedded Linux</small> </a> </li> <li> <a href="https://ubuntu.com/internet-of-things/appstore" class="p-navigation__dropdown-item " > <span>IoT App Store</span> <br /> <small>Private app store for Linux and IoT</small> </a> </li> <li> <a href="https://ubuntu.com/internet-of-things/management" class="p-navigation__dropdown-item " > <span>Device management</span> <br /> <small>Manage fleets of IoT devices</small> </a> </li> <li> <a href="https://ubuntu.com/certified/devices" class="p-navigation__dropdown-item " > <span>Certified devices</span> <br /> <small>Hardware/OS compatibility</small> </a> </li> </ul> </div> <div class="col-4"> <ul class="p-list"> <li> <a href="https://mir-server.io/ubuntu-frame" class="p-navigation__dropdown-item " > <span>Ubuntu Frame</span> <br /> <small>Embedded graphical displays</small> </a> </li> <li> <a href="https://ubuntu.com/robotics/ros-esm" class="p-navigation__dropdown-item " > <span>ROS ESM</span> <br /> <small>Expanded security for 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href="/careers/company-culture/progression" data-level="1" class="js-focus-target">Progression</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="/careers/company-culture/diversity" data-level="1" class="js-focus-target">Diversity</a> </span> </li> <li class="p-navigation--list-link"> <span class="p-navigation__dropdown-item"> <a href="/careers/company-culture/sustainability" data-level="1" class="js-focus-target">Sustainability</a> </span> </li> </ul> </div> <div class="p-navigation__dropdown-content--full-width js-dropdown-window" id="careers"> <div class="row--25-75"> <div class="p-navigation__content-panel--full-width"> <div class="p-strip"> <p class="p-navigation--cta"> <a href="/careers">Roles by department &rsaquo;</a> </p> </div> <div class="p-section--shallow"> <hr class="p-rule--muted" /> <div class="row u-no-padding"> <div class="col-9"> <div class="p-navigation__main-links"> <h2 class="p-navigation--list-heading p-text--small-caps">Roles by department</h2> <div class="row u-no-padding"> <div class="col-3"> <ul class="p-list"> <li> <a href="/careers/engineering" class="p-navigation__dropdown-item " > <span>Engineering</span> <br /> <small class="js-available-roles" data-id="engineering"><i class="p-icon--spinner u-animation--spin"></i></small> </a> </li> <li> <a href="/careers/support-engineering" class="p-navigation__dropdown-item " > <span>Support</span> <br /> <small class="js-available-roles" data-id="support-engineering"><i class="p-icon--spinner u-animation--spin"></i></small> </a> </li> <li> <a href="/careers/marketing" class="p-navigation__dropdown-item " > <span>Marketing</span> <br /> <small class="js-available-roles" data-id="marketing"><i class="p-icon--spinner u-animation--spin"></i></small> </a> </li> <li> <a href="/careers/web-and-design" class="p-navigation__dropdown-item " > <span>Web and Design</span> <br /> <small class="js-available-roles" data-id="web-and-design"><i 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class="p-heading--2">Publishing the #1 OS in the cloud. <br class="u-hide--medium u-hide--small">Trusted by industry leaders.</p> </div> <ul class="p-list--divided"> <li class="p-list__item has-bullet">8 of the top 10 automotive companies.</li> <li class="p-list__item has-bullet">90% of the top financial institutions in Europe and the US.</li> <li class="p-list__item has-bullet">Governments around the world.</li> </ul> </div> </div> </section> <section class="p-section" id="posts-list"> <div class="row"> <h2 class="p-muted-heading">Latest news</h2> </div> <div class="p-block"> <hr class="p-rule is-fixed-width"> <div class="row"> <div class="aside col-3 col-medium-2"> <p> <a href="/blog/author/canonical">Canonical</a> <br> 25 September 2024 </p> </div> <div class="col-6 col-medium-4"> <h3 class="p-heading--4"> <a href="/blog/charmed-opensearch-release">Charmed OpenSearch enters general availability</a> </h3> <span class="p-chip--information"> <span class="p-chip__value"> Apps </span> </span> <span class="p-chip--information"> <span class="p-chip__value"> Article </span> </span> <p class="u-hide--small u-hide--medium"> Today, Canonical announced the release of Charmed OpenSearch, an enterprise solution for OpenSearch® with advanced automation features, multi-cloud capabilities, and comprehensive support. OpenSearch is an open source search and analytics suite that developers use to build solutions for search, observability, security analytics, generativ ... </p> </div> <div class="col-3 u-hide--small u-hide--medium"> <a href="/blog/charmed-opensearch-release" aria-hidden="true" tabindex="-1"> <div class="p-image-wrapper"> <div class="lazyload" data-noscript=""> <noscript> <img alt="" height="185" loading="lazy" src="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_330,h_185/https://ubuntu.com/wp-content/uploads/04fc/Charmed-OpenSearch-Release.png" srcset="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_660,h_370/https://ubuntu.com/wp-content/uploads/04fc/Charmed-OpenSearch-Release.png 2x" width="330"/> </noscript> </div> </div> </a> </div> </div> </div> <div class="p-block"> <hr class="p-rule is-fixed-width"> <div class="row"> <div class="aside col-3 col-medium-2"> <p> <a href="/blog/author/serdarvural80">Serdar Vural</a> <br> 20 September 2024 </p> </div> <div class="col-6 col-medium-4"> <h3 class="p-heading--4"> <a href="/blog/telco-canonical-and-oai-to-collaborate-on-open-source-telecom-network-infrastructure-for-open-ran">Canonical and OpenAirInterface to collaborate on open source telecom network infrastructure</a> </h3> <span class="p-chip--information"> <span class="p-chip__value"> 5G </span> </span> <span class="p-chip--information"> <span class="p-chip__value"> Article </span> </span> <p class="u-hide--small u-hide--medium"> Canonical is excited to announce that we are collaborating with OpenAirInterface (OAI) to drive the development and promotion of open source software for open radio access networks (Open RAN). Canonical will bring automation in software lifecycle management to OAI’s RAN stack, alongside additional infrastructure capabilities. This will be ... </p> </div> <div class="col-3 u-hide--small u-hide--medium"> <a href="/blog/telco-canonical-and-oai-to-collaborate-on-open-source-telecom-network-infrastructure-for-open-ran" aria-hidden="true" tabindex="-1"> <div class="p-image-wrapper"> <div class="lazyload" data-noscript=""> <noscript> <img alt="" height="185" loading="lazy" src="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_330,h_185/https://ubuntu.com/wp-content/uploads/6be9/OpenAirInterface-partnership.png" srcset="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_660,h_370/https://ubuntu.com/wp-content/uploads/6be9/OpenAirInterface-partnership.png 2x" width="330"/> </noscript> </div> </div> </a> </div> </div> </div> <div class="p-block"> <hr class="p-rule is-fixed-width"> <div class="row"> <div class="aside col-3 col-medium-2"> <p> <a href="/blog/author/canonical">Canonical</a> <br> 12 September 2024 </p> </div> <div class="col-6 col-medium-4"> <h3 class="p-heading--4"> <a href="/blog/edge-computing-opportunity">New research predicts networked edge computing will present a $26bn opportunity by 2032</a> </h3> <span class="p-chip--information"> <span class="p-chip__value"> Canonical announcements </span> </span> <span class="p-chip--information"> <span class="p-chip__value"> Article </span> </span> <p class="u-hide--small u-hide--medium"> Report by Omdia and Canonical finds network cloudification a key priority, shows CSPs embracing open source technologies London, UK. 12 September 2024. Today, Omdia and Canonical, the publisher of Ubuntu, released a new research report which indicates that communications service providers (CSPs) in the US, UK and Germany increasingly vie ... </p> </div> <div class="col-3 u-hide--small u-hide--medium"> <a href="/blog/edge-computing-opportunity" aria-hidden="true" tabindex="-1"> <div class="p-image-wrapper"> <div class="lazyload" data-noscript=""> <noscript> <img alt="" height="185" loading="lazy" src="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_330,h_185/https://ubuntu.com/wp-content/uploads/ce06/telco-report-image-1.png" srcset="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_660,h_370/https://ubuntu.com/wp-content/uploads/ce06/telco-report-image-1.png 2x" width="330"/> </noscript> </div> </div> </a> </div> </div> </div> <div class="p-block"> <hr class="p-rule is-fixed-width"> <div class="row"> <div class="aside col-3 col-medium-2"> <p> <a href="/blog/author/canonical">Canonical</a> <br> 2 September 2024 </p> </div> <div class="col-6 col-medium-4"> <h3 class="p-heading--4"> <a href="/blog/japanese-device-manufacturer-i-o-data-devices-business-expansion-with-ubuntu-pro-for-devices">Japanese device manufacturer I-O DATA DEVICE’s business expansion with Ubuntu Pro for Devices</a> </h3> <span class="p-chip--information"> <span class="p-chip__value"> Canonical announcements </span> </span> <span class="p-chip--information"> <span class="p-chip__value"> Article </span> </span> <p class="u-hide--small u-hide--medium"> I-O DATA has entered into a partnership with Canonical, aimed at bringing the benefits of open source and Ubuntu Pro for Devices to thousands of devices across Japan. ... </p> </div> <div class="col-3 u-hide--small u-hide--medium"> <a href="/blog/japanese-device-manufacturer-i-o-data-devices-business-expansion-with-ubuntu-pro-for-devices" aria-hidden="true" tabindex="-1"> <div class="p-image-wrapper"> <div class="lazyload" data-noscript=""> <noscript> <img alt="" height="185" loading="lazy" src="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_330,h_185/https://ubuntu.com/wp-content/uploads/bad2/IoData-logo.png" srcset="https://res.cloudinary.com/canonical/image/fetch/f_auto,q_auto,fl_sanitize,e_sharpen,c_fill,w_660,h_370/https://ubuntu.com/wp-content/uploads/bad2/IoData-logo.png 2x" width="330"/> </noscript> </div> </div> </a> </div> </div> </div> <div class="p-block"> <hr class="p-rule is-fixed-width"> <div class="row"> <div class="aside col-3 col-medium-2"> <p> <a href="/blog/author/canonical">Canonical</a> <br> 26 June 2024 </p> </div> <div class="col-6 col-medium-4"> <h3 class="p-heading--4"> <a href="/blog/canonical-offers-12-year-lts-for-any-open-source-docker-image">Canonical offers 12 year LTS for any open source Docker image</a> </h3> <span class="p-chip--information"> <span class="p-chip__value"> Canonical announcements </span> </span> <span class="p-chip--information"> <span class="p-chip__value"> Article </span> </span> <p class="u-hide--small u-hide--medium"> ‘Everything LTS’ – Canonical will build distroless Docker images to customer spec that include upstream components not packaged in Ubuntu, and fix critical CVEs within 24 hours, supported on RHEL, Ubuntu, VMware or public cloud K8s for 12+ years. 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