AI/ML: Persistent workspaces for multiple users
The first challenge for an AI/ML practitioner is gathering the necessary data to feed the process. The solution? Advanced planning algorithms that organize data better than humans in far less time.
In this article, we will define and run a workflow that demonstrates how Apache Camel K interacts with spatial data in the standardized GeoJSON format. While the example is simplified, you can use the same workflow to handle big data and more complex data transformations. You will learn how to use Camel K to transform […]
Kubectl, the Kubernetes command-line interface (CLI), has more capabilities than many developers realize. For example, did you know that kubectl can reach the Kubernetes API while running inside a cluster? You can also use kubectl to assume different user identities, to select a custom editor to run with the kubectl edit command, and more. In […]
Podman is an excellent alternative to Docker containers when you need increased security, unique identifier (UID) separation using namespaces, and integration with systemd. In this article, I use real-world examples to show you how to install Podman, use its basic commands, and transition from the Docker command-line interface (CLI) to Podman. You’ll also see how […]
KubeVirt is a cloud-native virtual machine management framework based on Kubernetes. KubeVirt orchestrates workloads running on virtual machines in the same way that Kubernetes does for containers. KubeVirt has many features for managing the network, storage, images, and the virtual machine itself. This article focuses on two mechanisms for configuring network and storage requirements: Multus-CNI […]
We are pleased to announce that the new release of the OpenShift Connector extension for Visual Studio Code (VS Code) is now available. The 0.2.0 release offers new features for rapidly developing and deploying code on Kubernetes and Red Hat OpenShift clusters. OpenShift Connector now supports component deployment using devfiles, leveraging odo 2.0 command-line interface under […]
This is the second half of a two-part article about multitenancy with the Jakarta Persistence API (JPA) on WildFly. In Part 1, I showed you how to implement multitenancy using a database. In Part 2, I’ll show you how to implement multitenancy using a schema and the Jakarta Persistence API (JPA) on WildFly. You’ll learn […]