Logging provides a wealth of information about system events, errors, warnings, and activities. When troubleshooting issues, logs can be invaluable for identifying the root cause of problems, understanding the sequence of events leading to an issue, and determining the necessary steps for resolution. By regularly analyzing logs, administrators can identify performance bottlenecks, resource limitations, and abnormal system behavior.

Data centre efficiency is a central cost factor in enterprise IT environments. So, in the face of rising energy costs and increasingly resource-intensive workloads, it is more important than ever for businesses to seek out greater optimisation. Traditionally, CPUs have been used for the majority of data centre workloads, including network related tasks.

June 13, Vancouver, OpenInfra Summit – Canonical today announced the extension of its commercial OpenStack offering to small-scale cloud environments with a new project Sunbeam. The project is 100% open source and is available free-of-charge. Early adopters can also opt-in for comprehensive security coverage and full commercial support under the Ubuntu Pro + Support subscriptions once they complete the deployment themselves.

From applications in telecommunications to edge cloud and industrial digital twins, experimenting with real-time capabilities in cloud technologies is a trend in the industry. Applications for the edge often have an additional requirement as they interact with real-time systems: they need to run deterministically. It means that time constraints their execution and interaction within the system.

Canonical announced the general availability of Ubuntu’s real-time kernel earlier this year. Since then, our community raised several questions regarding the workings of the kernel and tuning guidelines. We aim to provide answers in this and an upcoming follow-up post. Depending on your background knowledge, you may wish to start with the basics of preemption and a real-time system. In that case, this introductory webinar or our blog series on what is real-time Linux, is for you.

Canonical’s MLOps portfolio is growing with a new machine learning tool. Charmed MLFlow 2.1 is now available in Beta. MLFlow is a crucial component of the open-source MLOps ecosystem. The project announced it had passed 10 million monthly downloads at the end of 2022. With Charmed MLFlow users benefit from a platform where they can easily manage machine learning models and workflows.

5G has the potential to revolutionise the telecommunications industry, offering high speed and connectivity for a wide range of devices ranging from radio access networks (RAN), user equipment (UE), and core networks. However, the high costs associated with 5G infrastructure have been a significant blocker for adoption, hindering innovation and growth in this area. This blog discusses the primary challenges faced in the telecom industry and how open source technologies are helping to resolve them.

In today’s rapidly changing digital environment, the significance of robust Docker container security measures cannot be overstated. Even the containerised layer is subject to compliance standards, which raise security concerns and compliance requirements. Docker container security measures entail safeguarding our lightweight, appliance-type containers –each encapsulating code and its dependencies– from threats and vulnerabilities.