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  • Book Overview & Buying Edge Computing Systems with Kubernetes
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Edge Computing Systems with Kubernetes

Edge Computing Systems with Kubernetes

By : Sergio Mendez
3.7 (7)
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Edge Computing Systems with Kubernetes

Edge Computing Systems with Kubernetes

3.7 (7)
By: Sergio Mendez

Overview of this book

Edge computing is a way of processing information near the source of data instead of processing it on data centers in the cloud. In this way, edge computing can reduce latency when data is processed, improving the user experience on real-time data visualization for your applications. Using K3s, a light-weight Kubernetes and k3OS, a K3s-based Linux distribution along with other open source cloud native technologies, you can build reliable edge computing systems without spending a lot of money. In this book, you will learn how to design edge computing systems with containers and edge devices using sensors, GPS modules, WiFi, LoRa communication and so on. You will also get to grips with different use cases and examples covered in this book, how to solve common use cases for edge computing such as updating your applications using GitOps, reading data from sensors and storing it on SQL and NoSQL databases. Later chapters will show you how to connect hardware to your edge clusters, predict using machine learning, and analyze images with computer vision. All the examples and use cases in this book are designed to run on devices using 64-bit ARM processors, using Raspberry Pi devices as an example. By the end of this book, you will be able to use the content of these chapters as small pieces to create your own edge computing system.
Table of Contents (21 chapters)
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1
Part 1: Edge Computing Basics
7
Part 2: Cloud Native Applications at the Edge
13
Part 3: Edge Computing Use Cases in Practice

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

Advanced RISC Machine (ARM) 369

agent node

about 25

creating, with config files 84

used, for uninstalling K3s 43

Akri

about 411

URL 411

Alpine 26

Amazon Web Services (AWS)

about 359, 407

URL 407

analytics 168

application

deploying, with kubectl 101

NGINX, using to expose 126-128

Traefik, using to expose 129-131

application programming interface (API) 361

application storage

adding 110

database, creating with persistent volume 112

NGINX pod, creating with storage volume 111, 112

Arduino IDE

about 299

installing 299-303

reference link 299

troubleshooting, with Heltec ESP32 + LoRa 303, 304

Argo

about 410

URL 410

ARM devices

Linux distributions 26

ARM processors

using, for edge devices 8

artificial...

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83
Tech Concepts
36
Programming languages
73
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Edge Computing Systems with Kubernetes
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