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Kubeflow, the ML toolkit on K8s, now fits on your desktop and edge devices! ? Data science workflows on Kubernetes Kubeflow provides the cloud-native interface between Kubernetes and data science tools: libraries, frameworks, pipelines, and notebooks. > Read more about what is Kubeflow Cloud-native MLOps toolkit gets heavy To make Kubeflow the standard cloud-native tool for MLOps within the AI landscape, the open-source community has accomplished the aggregation and integration of many projects on top of Kubernetes. Unfortunately, this notable accomplishment also has a downside. Deploying Kubeflow on your laptop or edge device has become impractical. The very minimum memory necessary to deploy the full Kubeflow bundle is 12Gb of RAM. On top of that, it is Linux-based. This means that on Windows and macOS you need to allocate 12+ Gb of memory to a Linux VM. Last time I tried, my 16Gb of RAM MacBook Pro did not like the idea. Kubeflow lite to experiment on ...

Another Open Infrastructure Summit just passed, and yet this one was like no other OIS past. Head-sponsoring the first ever virtual OIS was an interesting experience to say the least, with more than 10,000 community members worldwide hoping on the hand-built OIS platform to see what’s new in the open infrastructure space, connect, and – why not? – get their hands on some goodies from their favourite brands! The theme of Open Infrastructure Summit 2020? Couldn’t be more pertinent: ‘The Next Decade of Open Infrastructure’. In other words, this conference was all about change, and evolving to meet with the tech demands to move forward. Canonical had much to say on the topic, with founder and CEO Mark Shuttleworth delivering a live keynote on what he predicts for the future of open infra, as well as a number of our team members giving technical talks on OpenStack related topics such as VNF, OVN, cloud and edge solutions, as well as pricing considerations. You can now access all ...

Get your free ticket Book a meeting Come and connect with the Ubuntu robotics team on November 12th to answer all of your questions. This is the first time ROSCon has ever been virtual and is the first time it’s ever been free to attend, so we’re looking forward to seeing tons of new faces! We have ROS experts and field engineers ready and waiting to talk. Answers to all your Ubuntu, ROS support and security questions are just a few clicks away. We have someone stationed on the booth at all times. Come along, connect, ask all your questions and find out how Ubuntu can support your robot. And while you’re at it, grab an ROS T-shirt – we’re on the back! Here’s a quick overview of what Canonical, the company that publishes Ubuntu, is bringing to ROS World 2020. Extend support for Ubuntu and ROS beyond EOL This year, first and foremost, we want to talk about products based on Ubuntu 16.04 (Xenial) and ROS Kinetic. Both of these are reaching end-of-life in April 2021. Are...