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Edge Computing Patterns for Solution Architects

You're reading from   Edge Computing Patterns for Solution Architects Learn methods and principles of resilient distributed application architectures from hybrid cloud to far edge

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Product type Paperback
Published in Jan 2024
Publisher Packt
ISBN-13 9781805124061
Length 214 pages
Edition 1st Edition
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Authors (2):
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Ashok Iyengar Ashok Iyengar
Author Profile Icon Ashok Iyengar
Ashok Iyengar
Joseph Pearson Joseph Pearson
Author Profile Icon Joseph Pearson
Joseph Pearson
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Table of Contents (17) Chapters Close

Preface 1. Part 1:Overview of Edge Computing as a Problem Space FREE CHAPTER
2. Chapter 1: Our View of Edge Computing 3. Chapter 2: Edge Architectural Components 4. Part 2: Solution Architecture Archetypes in Context
5. Chapter 3: Core Edge Architecture 6. Chapter 4: Network Edge Architecture 7. Chapter 5: End-to-End Edge Architecture 8. Part 3: Related Considerations and Concluding Thoughts
9. Chapter 6: Data Has Weight and Inertia 10. Chapter 7: Automate to Achieve Scale 11. Chapter 8: Monitoring and Observability 12. Chapter 9: Connect Judiciously but Thoughtlessly 13. Chapter 10: Open Source Software Can Benefit You 14. Chapter 11: Recommendations and Best Practices 15. Index 16. Other Books You May Enjoy

Automate to Achieve Scale

Deploying applications and models to hundreds and thousands of edge devices and edge clusters/nodes, then monitoring and managing all these things, is a challenge and not for the faint of heart. With the proliferation of these heterogeneous edge devices and the services required in an edge solution, it is almost impossible to manually deploy applications on these devices and manage them at scale, especially when it comes to networking components. The more prudent approach would be to introduce automation. In fact, it is an absolute necessity.

From monitoring the devices to updating the applications and models running on those devices, the goal of automation is to allow enterprises to build capabilities that can act and react with the solution components in a more secure and trusted manner with minimal human interaction. The other facet of automation is the ability to scale. An automated process should work for hundreds and thousands of devices whether it...

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