Operations | Monitoring | ITSM | DevOps | Cloud

Install MLflow in less than 5 minutes

Install MLflow quickly on Ubuntu using our distribution, Charmed MLFlow. You can integrate it with different tools, so you can run it on your workstation with Jupyter Notebook or at scale with Charmed Kubeflow. Charmed MLFlow is a fully open source distribution of the upstream project, that benefits from security patching, tool integration and automated lifecycle management.

Charmed Kubeflow 1.8 Beta Release

The AI/ML team at Canonical is happy to announce the release of Charmed Kubeflow 1.8 Beta and invites you to share your feedback. If you want to learn about the updates in this upcoming release first, be sure to join our livestream on 5 October. Canonical’s Kubeflow team will discuss what Charmed Kubeflow 1.8 brings to the table and dig into the details. Some of the updates that we will cover during the livestream include.

Build a CIS hardened Ubuntu Pro server image on the AWS Console

Learn how to elevate the security of your Ubuntu servers by creating a CIS-hardened Ubuntu Pro AMI using only the AWS web console. Join Canonical Public Cloud Alliance Director Carlos Bravo in this step-by-step tutorial as he walks through the hardening process utilizing the Ubuntu Security Guide (USG) tool to ensure your system's security aligns with industry standards including CIS and DISA-STIG.

How to Configure a Linux Firewall: The Ultimate Guide

A firewall stands as a digital gatekeeper, meticulously sifting through network traffic and deciding what may pass. This protective shield, fundamental to cybersecurity, is integral in the Linux world. The Linux kernel itself is effectively a de facto packet switching firewall, crafted as it is around the principles of packet filtering at the most fundamental operating system level, thus exemplifying the pivotal role of firewalls in system security.

Securing Open Source Dependencies on Public Cloud

Aaron Whitehouse, Senior Director of Public Cloud Enablement at Canonical, explains why you need to be thinking about open source dependencies in your software pipelines. He covers three main areas of software dependency management: ESM is part of Canonical's Ubuntu Pro offering and gives developers access to approximately 30,000 packages that they can build on, confident in the knowledge that Canonical will patch high and critical vulnerabilities for up to 10 years while preserving API stability -- regardless of the upstream project's support lifecycle.

Fast SDV prototyping in automotive with real-time kernel

Automotive software developers often face challenges when they want to try out their software on target hardware. Which can cause issues since multiple teams have to share limited hardware resources and prototype benches. With the microchip shortage, it’s become even more difficult to get hardware benches for testing and debugging software.

Deploy fully configured VMs in minutes on Google Cloud, using gcloud CLI and cloud-init

Every public cloud provider has a templating mechanism to deploy fully configured applications. For anyone interested in a vendor-neutral approach that works on major public clouds, cloud-init offers a good solution. Cloud-init makes your work re-usable regardless of the clouds you deploy to. It’s an open source configuration automation solution for Linux, which performs steps at various stages of a single machine’s boot up.

Introducing Grafana Beyla: open source ebpf auto-instrumentation for application observability

Do you want to try Grafana for application observability but don’t have time to adapt your application for it? Often, to properly instrument an app, you have to add a language agent to the deployment or package. And, in languages like Go, proper instrumentation means manually adding tracepoints. Either way, you have to redeploy to your staging or production environment once you’ve added the instrumentation.