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Real-World Edge Computing

You're reading from   Real-World Edge Computing Scale, secure, and succeed in the realm of edge computing with Open Horizon

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Product type Paperback
Published in Jun 2024
Publisher Packt
ISBN-13 9781835885840
Length 296 pages
Edition 1st Edition
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Authors (2):
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Robert High Robert High
Author Profile Icon Robert High
Robert High
Sanjeev Gupta Sanjeev Gupta
Author Profile Icon Sanjeev Gupta
Sanjeev Gupta
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Toc

Table of Contents (24) Chapters Close

Preface 1. Part 1: Managing the Edge FREE CHAPTER
2. Chapter 1: Fundamentals of Edge Computing 3. Chapter 2: Practicalities of Edge Computing 4. Chapter 3: Designing and Building Edge Software 5. Chapter 4: Edge Container Platforms 6. Chapter 5: Application Placement and Life Cycle Management 7. Part 2: Working on the Edge
8. Chapter 6: Installing an Edge Agent on an Edge Node 9. Chapter 7: Registering an Edge Node 10. Chapter 8: Using the Open Horizon CLI and API 11. Chapter 9: Autonomous and Flexible Management of Edge Services 12. Chapter 10: Managing Edge Scale with Policy-Based Workload Placement 13. Part 3: Advancing the Edge System
14. Chapter 11: Machine Learning Workload and Model Deployment 15. Chapter 12: Security at the Edge 16. Chapter 13: Network Connectivity at the Edge 17. Part 4: Edge Management in Practice
18. Chapter 14: Building a Real-World Example Application 19. Chapter 15: Troubleshooting at the Edge 20. Chapter 16: Follow-on Topics 21. Chapter 17: Using the IBM Edge Application Manager Web UI 22. Index 23. Other Books You May Enjoy

To get the most out of this book

This book is geared to software practitioners who intend, or may have already started, to build and deploy production-ready Edge solutions. It is a good idea to have that solution in mind when reading this book. And, as software developers, we assume you understand the basics of writing and building software – that is, the use of common general-purpose languages, the use of the Make tool, and how to submit your software to a build pipeline.

We highly recommend reading, Edge Computing Patterns for Solution Architects by Joseph Pearson and Ashok Iyengar (ISBN 978-1805124061, Packt Publishing, Jan-2024) to gain more insight into the architecture patterns for a successful Edge computing solution.

Given their importance to production Edge solutions, we will be leveraging Docker and Linux in this book. There is little substitute for knowing Linux, but if you do not know Docker, it may be sufficient to know Podman or Kubernetes.

Software/hardware covered in the book

Operating system requirements

Docker (or Podman or Kubernetes)

Linux

Make

bash

Linux Foundation’s LF Edge Open Horizon

TensorFlow Lite (or PyTorch or OpenVino)

OpenCV

Python

You will be installing the Linux Foundation LF Edge Open Horizon project from https://github.com/open-horizon. Confirm that you have access to this site.

Ideally, you will install the Open Horizon Management Hub on one machine (representing your central point of control in your enterprise or cloud data center), and the Open Horizon agent on another machine (representing your Edge device).

For the Management Hub, you will need an x86 machine with at least 4 GB of RAM and 20 GB of storage space.

For the agent (Edge device), you will need an x86, ARM, PowerPC (ppc64le), or Mac (Intel or Silicon) with a minimum of 200 MB of RAM and 400 MB of storage space – plus whatever additional space your Edge application will require on that device.

If you are using the digital version of this book, we advise you to type the code yourself or access the code from the book’s GitHub repository (a link is available in the next section). Doing so will help you avoid any potential errors related to the copying and pasting of code.

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