Book Image

Edge Computing Patterns for Solution Architects

By : Ashok Iyengar, Joseph Pearson
Book Image

Edge Computing Patterns for Solution Architects

By: Ashok Iyengar, Joseph Pearson

Overview of this book

Enriched with insights from a hyperscaler’s perspective, Edge Computing Patterns for Solution Architects will prepare you for seamless collaboration with communication service providers (CSPs) and device manufacturers and help you in making the pivotal choice between cloud-out and edge-in approaches. This book presents industry-specific use cases that shape tailored edge solutions, addressing non-functional requirements to unlock the potential of standard edge components. As you progress, you’ll navigate the archetypes of edge solution architecture from the basics to network edge and end-to-end configurations. You’ll also discover the weight of data and the power of automation for scale and immerse yourself in the edge mantra of low latency and high bandwidth, absorbing invaluable do's and don'ts from real-world experiences. Recommended practices, honed through practical insights, have also been added to guide you in mastering the dynamic realm of edge computing. By the end of this book, you'll have built a comprehensive understanding of edge concepts and terminology and be ready to traverse the evolving edge computing landscape.
Table of Contents (17 chapters)
Free Chapter
1
Part 1:Overview of Edge Computing as a Problem Space
4
Part 2: Solution Architecture Archetypes in Context
8
Part 3: Related Considerations and Concluding Thoughts

Summary

The chapter started out with a discussion of IT and OT convergence, which is beneficial to any business in this digital age. Then, we looked at the biggest driver of edge computing – namely, AI; more specifically, AI applications and models that can now be deployed on edge devices. Moving intelligent inferencing and analysis closer to where data is generated provides businesses with not only speed and efficiency but also addresses security and privacy concerns.

In the latter part of the chapter, two end-to-end edge scenarios were described – a manufacturing scenario and a retail scenario. Such scenarios are applicable in almost every industry, but each solution has its own nuances that solution architects should know. For example, if it is a regulated industry scenario, one must worry about data compliance requirements and data security. In a delivery scenario, whether it is delivery by land, air, or sea, one must know and account for disconnected operations...