Data Solutions

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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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Canonical's open source data solutions deliver better ROI across clouds. Engineered for the most critical workloads. </p> </div> <hr class="p-rule--muted" /> <p> <a class="p-button--positive" href="/contact-us" aria-controls="data-fabric-modal">Get in touch</a> </p> </div> </div> </div> </section> <section class="p-section"> <div class="u-fixed-width p-section"> <hr class="p-rule" /> <h2>A complete solution for modern data</h2> </div> <div class="row--25-75"> <div class="col"> <div class="row"> <div class="col-medium-2 col-3"> <hr class="p-rule--highlight" /> <h3 class="p-heading--4"> <strong>Up to 10 years <br class="u-hide--small" /> of support</strong> </h3> <p>Including security maintenance for critical and high severity issues across the full stack.</p> <p>Get up to 10 years of break-fix support on selected releases with weekday or 24/7 coverage.</p> </div> <br class="u-hide--large u-hide--medium" /> <div class="col-medium-2 col-3"> <hr class="p-rule--highlight" /> <h3 class="p-heading--4"> <strong>Fully integrated <br class="u-hide--small" /> system</strong> </h3> <p>One vendor for all your data needs.</p> <p> A complete data solutions portfolio founded on enterprise-grade Ubuntu Server 22.04 LTS, with <a href="https://ubuntu.com/pro">Ubuntu Pro's compliance and security features</a>. </p> </div> <br class="u-hide--large u-hide--medium" /> <div class="col-medium-2 col-3"> <hr class="p-rule--highlight" /> <h3 class="p-heading--4"> <strong>Hybrid, <br class="u-hide--small" /> multi-cloud ready</strong> </h3> <p>Data solutions that are ready for service wherever you run.</p> <p>Built for duty on any cloud, on-premise or air-gapped environment.</p> </div> </div> </div> </div> </section> <section class="p-section"> <div class="row--50-50"> <hr class="p-rule" /> <div class="col"> <h2>Advanced automation for your most critical data</h2> </div> <div class="col"> <p>Streamline site reliability engineering with advanced automation for open source data systems.</p> <p> Canonical data solutions simplify operations at any scale, with 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Most cost-effective approach versus PaaS. </p> <p>We manage the data platform for you, on the cloud or in your data centre.</p> <hr class="p-rule--muted" /> <h3 class="u-align-text--right u-no-margin--bottom p-heading--2">&dollar;3,099</h3> <p class="u-align-text--right">per VM per year</p> <hr class="p-rule" /> <div class="row"> <div class="col-2"> <h3 class="p-muted-heading">What's included</h3> </div> <div class="col-4"> <div class="p-section--shallow"> <hr class="p-rule--muted" /> <ul class="p-list--divided"> <li class="p-list__item has-bullet">Logging, monitoring and alerting</li> <li class="p-list__item has-bullet">24/7 operations with fully staffed Operations Centre</li> <li class="p-list__item has-bullet">Proactive management</li> <li class="p-list__item has-bullet">Incident and problem resolution</li> <li class="p-list__item has-bullet">Software updates</li> <li class="p-list__item has-bullet">SLA</li> </ul> </div> </div> </div> </div> <hr class="p-rule--muted" /> <div 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