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  • Book Overview & Buying Real-World Edge Computing
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Real-World Edge Computing

Real-World Edge Computing

By : Robert High, Sanjeev Gupta
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Real-World Edge Computing

Real-World Edge Computing

By: Robert High, Sanjeev Gupta

Overview of this book

Edge computing holds vast potential to revolutionize industries, yet its implementation poses unique challenges. Written by industry veterans Rob High and Sanjeev Gupta, this comprehensive guide bridges the gap between theory and practice. Distilling expertise from their combined decades of experience in edge computing and hybrid cloud mesh solutions, this book equips software developers and DevOps teams with the knowledge and skills needed to deploy edge solutions at scale in production environments. It also explores foundational standards and introduces key factors that may impede the scaling of edge solutions. While edge computing draws from the successes of cloud computing, crucial distinctions separate the two. High and Gupta elucidate these distinctions, helping you grasp the nuanced dynamics of edge-computing ecosystems. With a focus on leveraging Open Horizon to overcome pitfalls and optimize performance, this book will help you confidently navigate the intricacies of constructing and deploying resilient edge solutions in real-world production settings. By the end of this book, you’ll have acquired a deep understanding of essential success factors for building and deploying robust edge solutions in real-world production settings, leveraging Open Horizon for scalable edge deployments.
Table of Contents (24 chapters)
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1
Part 1: Managing the Edge
7
Part 2: Working on the Edge
13
Part 3: Advancing the Edge System
17
Part 4: Edge Management in Practice

Summary

Congratulations on deploying a fully functional ML-based object detection containerized application using Edge computing principles that you have been practicing throughout this book! You also saw several interacting services in action and were able to practice publishing ML models and retrieve them in a running application without interrupting the service. You also saw simple programming techniques to abstract away hardcoding to keep the application flexible and easily customizable for each Edge node if so needed. Such design principles form the basis of deploying and managing services on Edge nodes in large numbers.

In the next chapter, we will discuss some of the not-so-common situations that you may run into and how to go about troubleshooting them.

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Real-World Edge Computing
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