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Ansible vs Terraform vs Juju: Competition or cooperation?

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

Grace Hopper Conference 2019

We are so excited about what just happened that we felt we should tell everyone about it! A group of 24 of us at Canonical from various teams including Sales, HR and Engineering, attended the Grace Hopper Celebration in Orlando, Florida. This year, it was an epic gathering of more than 26,000 people from all

Design and Web team summary – 11 October 2019

This was a fairly busy two weeks for the Web & design team at Canonical. This cycle we had two sprints. The first was a web performance workshop run by the amazing Harry Roberts. It was a whirlwind two days where we learned a lot about networking, browsers, font loading and more. We also spent

Digest #2019.10.14 – The Ultimate Learning Machine

The Ultimate Learning Machine – Babies… This article dives into how machines are trained and their motivation for learning compared to a human baby. Guess what… babies learn faster, require less data and have a power that machines don’t – curiosity! The AI lab at UC Berkeley is trying to innovate with AI to mimic

Onboarding edge applications on the dev environment

Adoption of edge computing is taking hold as organisations realise the need for highly distributed applications, services and data at the extremes of a network. Whereas data historically travelled back to a centralised location, data processing can now occur locally allowing for real-time analytics, improved connectivity, reduced latency

Chromium in Ubuntu – deb to snap transition

We have recently announced that we are transitioning the Chromium deb package to the snap in Ubuntu 19.10. Such a transition is not trivial, and there have been many constructive discussions around it, so here we are summarising why we are doing this, how, and the timeline. Why Chromium is a very popular web browser,

Kubectl and friends as a snap

At Canonical, we build solutions to simplify the lives of our users. We want to reduce complexity, costs, and barriers to entry. When we built the Canonical Distribution of Kubernetes (CDK) and MicroK8s, we made sure it aligned with our mission. We built snaps like kubectl for various Kubernetes clients and services to ensure a

A reference architecture for secure IoT device Management

When it comes to IoT device management, the core challenge is the following: how to implement a solution that is both secure and perfectly suited to the intended use case?


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Designing an open source machine learning platform for autonomous vehicles

Self-driving cars are one of the most notable technology breakthroughs of recent years. The progress that has been made from the DARPA challenges in the early 2000s to Waymo’s commercial tests is astounding. Despite this rapid progress, much still needs to be done to reach full autonomy without humans in the loop – an objective

The State of Robotics – September 2019

The Ubuntu robotics team presents, The State of Robotics. A monthly blog series that will round up exciting news in robotics, discuss projects using ROS, and showcase developments made by the Ubuntu robotics team and community. Every day, people make contributions to the world of robotics. And every day, work goes unnoticed that could cha

Container registry for Kubernetes with GitLab

Container orchestration solutions such as Kubernetes allow development teams to be quick and agile with their software deployments. “One of the main features of Kubernetes is the ability to reduce the deployment of version piece of software down to a simple image tag which can be applied at the end of a command.” – said

Five Key Kubernetes Resources for IoT

IoT workloads are moving from central clouds to the edge, for reasons pertaining to latency, privacy, autonomy, and economics. However, workloads spread over several nodes at the edge are tedious to manage. Although Kubernetes is mostly used in the context of cloud-native web applications, it could be leveraged for managing IoT workloads

Digest #2019.10.07 – Machine Learning in Space? Agriculture?

How NASA uses Machine Learning – If you think the Earth is the only planet with Machine Learning you were wrong. The Mars Rover learning its path and environment at Mars? The healthcare needs for future astronauts? Planet exploration and discovery? Robotic astronaut!? All of these are questions NASA is experimenting and researching with M

Robotics security: What is SROS 2?

We at Canonical have been hard at work on the security features of version 2 of the Robot Operating System (ROS 2). However, if we lift our collective heads up out of the weeds it’s easy to see folks completely misunderstanding how security works today in ROS 2. We’ve written some design articles to help

The smart dump plugin

As you probably already know, snapcraft supports a range of plugins, designed to aid developers in making their snaps in an easier, faster, more transparent fashion. Plugins work with different programming languages and build tools, like Python, Java, Rust, Cmake, and others. By making complex things simpler, they can accelerate your proj

ROSCon Japan 2019!

ROSCon Japan 2019 was a resounding success. We took in the keynote speech from Ryan Gariepy, Co-founder and CTO of Clearpath Robotics. We demoed the first iteration of a Robotics arm from Niryo. Our own Ted Kern gave a lightning talk on type-checked Python in ROS 2, and we spoke to lots of individuals in


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