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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
LinkedIn
Ashok Iyengar is an Executive Cloud Architect at IBM. As a member of the Architecture Guild, he focuses on creating solution architectures that encompass distributed computing, edge computing and AI. He follows NDSU Bison football and is eagerly looking forward to bringing generative AI to edge computing. He enjoys being a mentor, author, speaker and blogger.
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Joseph Pearson Joseph Pearson
Author Profile Icon Joseph Pearson
Joseph Pearson
LinkedIn
Joseph Pearson has worked as a college instructor and in various media companies for over three decades, most recently as Software Architect at The Weather Channel. He has since worked for IBM Cloud as a Strategist and then IBM Software in Edge Computing. He currently works for IBM Software’s Networking and Edge Computing unit on their open source strategy. He volunteers with the Linux Foundation as Chair of the LF Edge Technical Advisory Council (TAC) and leads the Open Horizon project. And in any spare time, he enjoys geocaching.
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Toc

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

Server/cluster

As noted throughout the book, not all edge devices are created equal, especially when it comes to compute and storage. When IoT-type devices such as sensors, gauges, and actuators that do not have any compute or storage are part of an edge computing solution, an edge server or edge cluster is inserted and takes on the role of aggregating the data. In some cases, it is not viable to run a large ML application on the edge device, in which case that application would have to be deployed on the nearest edge server/cluster.

AD #

Requirement

Factors affecting decision

S001

Deployment of edge servers/clusters

The use case will determine whether an edge server/cluster is required, and if so, based on the application to be hosted and the data generated, the server specification will be determined.

...
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Authors (2)

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Profile icon Ashok Iyengar
Ashok Iyengar
LinkedIn icon
Ashok Iyengar is an Executive Cloud Architect at IBM. As a member of the Architecture Guild, he focuses on creating solution architectures that encompass distributed computing, edge computing and AI. He follows NDSU Bison football and is eagerly looking forward to bringing generative AI to edge computing. He enjoys being a mentor, author, speaker and blogger.
Read more
See other products by Ashok Iyengar
Profile icon Joseph Pearson
Joseph Pearson
LinkedIn icon Github icon
Joseph Pearson has worked as a college instructor and in various media companies for over three decades, most recently as Software Architect at The Weather Channel. He has since worked for IBM Cloud as a Strategist and then IBM Software in Edge Computing. He currently works for IBM Software's Networking and Edge Computing unit on their open source strategy. He volunteers with the Linux Foundation as Chair of the LF Edge Technical Advisory Council (TAC) and leads the Open Horizon project. And in any spare time, he enjoys geocaching.
Read more
See other products by Joseph Pearson
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