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Intelligent Workloads at the Edge

You're reading from   Intelligent Workloads at the Edge Deliver cyber-physical outcomes with data and machine learning using AWS IoT Greengrass

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Product type Paperback
Published in Jan 2022
Publisher Packt
ISBN-13 9781801811781
Length 374 pages
Edition 1st Edition
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Authors (2):
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Ryan Burke Ryan Burke
Author Profile Icon Ryan Burke
Ryan Burke
Indraneel (Neel) Mitra Indraneel (Neel) Mitra
Author Profile Icon Indraneel (Neel) Mitra
Indraneel (Neel) Mitra
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Toc

Table of Contents (17) Chapters Close

Preface 1. Section 1: Introduction and Prerequisites
2. Chapter 1: Introduction to the Data-Driven Edge with Machine Learning FREE CHAPTER 3. Section 2: Building Blocks
4. Chapter 2: Foundations of Edge Workloads 5. Chapter 3: Building the Edge 6. Chapter 4: Extending the Cloud to the Edge 7. Chapter 5: Ingesting and Streaming Data from the Edge 8. Chapter 6: Processing and Consuming Data on the Cloud 9. Chapter 7: Machine Learning Workloads at the Edge 10. Section 3: Scaling It Up
11. Chapter 8: DevOps and MLOps for the Edge 12. Chapter 9: Fleet Management at Scale 13. Section 4: Bring It All Together
14. Chapter 10: Reviewing the Solution with AWS Well-Architected Framework 15. Other Books You May Enjoy Appendix 1 – Answer Key

Reviewing common standards and protocols

Protocols define the specifications for exchanging messages with an edge solution. This means the format of the message, how it is serialized over the wire, and also the networking protocols for communicating between two actors in the solution. Standards and protocols help us to architect within best practices and enable quick decision-making when selecting implementations. Before diving into the common protocols that are used in edge solutions, first, let's review two architectural standards used in information technology and operations technology to gain an understanding of where IoT Greengrass fits into these standards. Using these as a baseline will help set the context for the protocols used and how messages traverse these models in an edge solution.

IoT Greengrass in the OSI model

The Open Systems Interconnection (OSI) model defines a stack of seven layers of network communications, describing the purpose and media used to...

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