Operations | Monitoring | ITSM | DevOps | Cloud

This blog series is part of the joint collaboration between Canonical and Manceps. Visit our AI consulting and delivery services page to know more. Kubeflow Pipelines are a great way to build portable, scalable machine learning workflows. It is a part of the Kubeflow project that aims to reduce the complexity and time involved with training and deploying machine learning models at scale. For more on Kubeflow, read our Kubernetes for data science: meet Kubeflow post.

Information security (infosec) is a broad field. Its practitioners behave more like artists than engineers. After all, the mandate for security is not “do X”, but instead “ensure no one can do X, Y, Z, ɑ, β, ɣ, etc.”. The array of possibilities leading to infosec failure are vast. It’s like trying to prove a negative, thus making the task near impossible. On one hand we have an impossible task, on the other we have the affordance of time.

As a fast-moving startup, you don’t have the luxury of spending days figuring out exactly what you need in a Kubernetes cluster. We’ve been there. To help out, we wrote a whole ebook on the blueprint we followed as we built and deployed our own web app in Kubernetes.

Every Puppet practitioner can appreciate the wealth of information stored inside PuppetDB. Although Puppet Enterprise console offers some insights into the data, we sometimes need rich dashboards, possibilities to correlate data about facts, nodes and reports and drill-down features. In short, we wish there were a way to unleash the full power of PuppetDB data to create situational awareness about our estate. This article will show that PowerBI is a very powerful companion to PuppetDB.

The financial services industry has built in more capital buffers to prevent market shocks from bringing another economic collapse. In addition to these financial controls, many banks and personal trading platforms have begun building resiliency into information technology shocks. Despite these new precautions, we’re still seeing outages today, preventing customers from depositing and withdrawing their money, completing transactions, and executing trades during key events.

What does ‘diff’ mean in Git? In this beginner Git tutorial, we will walk you through the concept of a diff and the benefits of using a robust diff tool, like that offered in the GitKraken Git GUI.

You’ve put in the time applying for tech jobs and have made it to the daunting interview. You know they are going to ask you about Kubernetes, so make sure you are prepared. If you are completely new to Kubernetes we recommend you first read our Kubernetes pronunciation post, so you don’t really embarrass yourself, and then check out the Kubernetes glossary we created to help give you a decent Kubernetes foundation.