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.
The retail industry is going through a period of major upheaval. AI is transforming the landscape at a rapid pace. Grand View Research evaluated the market value at USD 5.79 billion in 2021 and this is expected to grow at a 23.9% compound annual growth rate (CAGR) from 2022 to 2030. For retailers, this translates into a need to adapt to an entirely new paradigm of customer expectations.
Canonical began the development of Ubuntu Core in 2014, to create a fully-containerised platform for IoT. In Ubuntu Core, we use the same kernel container technology that Docker and LXC are built on, to put every component of the system into a secure sandbox, with well-defined upgrade and rollback. We did this to enable autonomous connected Internet of Things devices to receive updates which they could apply without human intervention, to address security and business needs at the edge.
The use of virtualization in modern computing is becoming indispensable. Virtualization allows users to operate numerous operating systems on a single physical machine, which boosts productivity, lowers costs, and makes maintenance easier. But It's crucial to conduct periodic checks on a Linux virtual machine to make sure it's operating smoothly and effectively.
