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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
Tools
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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

Chapter 3: Building the Edge

In this chapter, you will learn about edge solution concepts such as gateways and how AWS IoT Greengrass is used as a powerful edge appliance to interact with physical interfaces and leaf devices. The goal of this chapter is to start building proficiency with the use of IoT Greengrass for the writing and deploying of software components. This material is foundational to much of the book's hands-on projects and for understanding how we build solutions for the edge.

We will introduce you to the different protocols that IoT Greengrass can support out of the box and discuss commonly used protocols when building edge solutions. Additionally, we will review several security best practices for you to learn how to keep your edge workloads protected from threats and vulnerabilities. The chapter concludes with a hands-on activity to connect your first two device capabilities as components, whether using actual hardware or a pair of simulators.

In this...

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