Book Image

IoT Edge Computing with MicroK8s

By : Karthikeyan Shanmugam
Book Image

IoT Edge Computing with MicroK8s

By: Karthikeyan Shanmugam

Overview of this book

Are you facing challenges with developing, deploying, monitoring, clustering, storing, securing, and managing Kubernetes in production environments as you're not familiar with infrastructure technologies? MicroK8s - a zero-ops, lightweight, and CNCF-compliant Kubernetes with a small footprint is the apt solution for you. This book gets you up and running with production-grade, highly available (HA) Kubernetes clusters on MicroK8s using best practices and examples based on IoT and edge computing. Beginning with an introduction to Kubernetes, MicroK8s, and IoT and edge computing architectures, this book shows you how to install, deploy sample apps, and enable add-ons (like DNS and dashboard) on the MicroK8s platform. You’ll work with multi-node Kubernetes clusters on Raspberry Pi and networking plugins (such as Calico and Cilium) and implement service mesh, load balancing with MetalLB and Ingress, and AI/ML workloads on MicroK8s. You’ll also understand how to secure containers, monitor infrastructure and apps with Prometheus, Grafana, and the ELK stack, manage storage replication with OpenEBS, resist component failure using a HA cluster, and more, as well as take a sneak peek into future trends. By the end of this book, you’ll be able to use MicroK8 to build and implement scenarios for IoT and edge computing workloads in a production environment.
Table of Contents (24 chapters)
1
Part 1: Foundations of Kubernetes and MicroK8s
4
Part 2: Kubernetes as the Preferred Platform for IOT and Edge Computing
7
Part 3: Running Applications on MicroK8s
14
Part 4: Deploying and Managing Applications on MicroK8s
21
Frequently Asked Questions About MicroK8s

Deploying Kubeflow

Since MicroK8s version 1.22, Kubeflow is no longer available as an add-on; instead, Ubuntu has released Charmed Kubeflow (https://charmed-kubeflow.io/), which is a complete collection of Kubernetes operators for delivering the 30+ apps and services that make up the latest version of Kubeflow for easy operations anywhere, from desktops to on-premises, public cloud, and the edge.

Kubeflow is available as a charm, which is a software package that contains a Kubernetes operator as well as information that allows you to integrate many operators into a unified system. This technology utilizes the Juju Operator Lifecycle Manager (OLM) to provide Kubeflow operations from day 0 to day 2.

To give an overview of Juju, it is an open source modeling tool for cloud-based software operations. It enables you to rapidly and efficiently deploy, set up, manage, maintain, and scale cloud applications on public clouds, as well as physical servers, OpenStack, and containers. More...