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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...
Canonical is proud to announce the availability of OpenStack Charms 20.10. This new release introduces a range of exciting features and several improvements which enhance Charmed OpenStack. OpenStack Victoria OpenStack Charms 20.10 brings OpenStack Victoria on Ubuntu 20.04 LTS (via Cloud Archive) and Ubuntu 20.10 with...
Canonical, the publisher of Ubuntu, releases Charmed Kubeflow, a set of charm operators to deliver the 20+ applications that make up the latest version of Kubeflow, for easy consumption anywhere, from workstations to on-prem, public cloud, and edge. > Visit Charmed-kubeflow.io to learn more. Kubeflow, the ML toolkit on...
In environments with large numbers of client machines, configuration management tools are often used to simplify and standardize the target state of each host in a seamless, automated and consistent manner. Software like CFEngine, Chef, Ansible, and others offer a high degree of granular control over software packaging...
Friction points in HPC DevOps Many High Performance Computing (HPC) setups are still handcrafted configurations where tuning changes can take days or weeks. This is because the more you tune and optimise something, the more bespoke and unique it is, and the more unique something is, the lower the chances that things...
What is Ubuntu Masters? The Ubuntu Masters conference stemmed from a vision to bring the engineering community together to freely exchange innovative ideas, in the spirit of open source. After two hugely successful conferences, connecting IT teams across industries and countries, and featuring speakers from innovators...
Hybrid cloud and multi-cloud are two exclusive terms that are often confused. While the hybrid cloud represents a model for extending private cloud infrastructure with one of the existing public clouds, a multi-cloud refers to an environment where multiple clouds are used at the same time, regardless of their type....
Two industry trends point to a gap in DevOps tooling chosen by many. Operations teams need more than an Infrastructure-as-Code approach, but a complete model-driven operations mentality. Learn how Canonical has addressed these concerns to create multiple world-leading products.
Should you deploy Apache Spark to Kubernetes? Learn how model-driven operations have enabled one data engineering team to evaluate several options and come to an ideal solution.
Canonical is proud to announce the availability of Juju 2.7. This new release introduces a range of exciting features and several improvements which enhance Juju across various areas. To learn more about Juju, visit our page. Kubernetes extensions Juju is becoming the simplest way to deploy and manage your...
Yahoo! Japan, originally formed as a joint venture between Yahoo! and SoftBank, is one of the most popular internet advertising, search engines and e-commerce sites in the country and employs over 6000 people. Due to having such scale and volume of users, Yahoo! Japan required outside help to build their IaaS...
As developers, we do not always have access to a production-like environment to test new features and run proof-of-concepts. This is why it can be very interesting to deploy Kubernetes on a single machine. Of course, there is the new microk8s snap that allows a super fast deployment of a k8s cluster on a laptop
Ansible vs Terraform vs Juju vs Chef vs SaltStack vs Puppet vs CloudFormation – there are so many tools available out there. What are these tools? Do I need all of them? Are they competing with each other or cooperating? The answer is not really straightforward. It usually depends on your needs and the particular