Hands-On Edge Analytics with Azure IoT

更新时间：2021-06-24 16:22:41

封面

Title Page

Dedication

About Packt

Why subscribe?

Contributors

About the author

About the reviewers

Packt is searching for authors like you

Preface

Who this book is for

What this book covers

To get the most out of this book

Download the example code files

Download the color images

Conventions used

Get in touch

Reviews

Section 1: Getting Started with Edge Analytics

Introduction to Edge Analytics

What is edge analytics?

Early computers

The rise of the personal computer

Peer-to-peer networks

Cloud computing

Edge computing

Early IoT applications

Edge analytics

Applying and comparing architectures

The standard IoT solution

Edge analytics-based IoT solution

Key benefits of edge analytics

Privacy

Latency

Reliability

Edge analytics architectures

Basic edge analytics architecture

Azure IoT Edge-based edge analytics architecture

Understanding Microsoft Azure IoT

Understanding Microsoft Azure IoT Edge

Using edge analytics in the real world

Summary

Questions

How Does IoT Edge Analytics Work?

What are the components used in an edge analytics application?

Basic edge analytics components

Sensors

DHT11 temperature and humidity sensor

Soil moisture sensor

Laser sensor

Microcontrollers and computers

The ESP8266

Arduino

PyCom boards

The Raspberry Pi

Personal computers

Microsoft Azure IoT Edge components

Devices

Azure IoT Edge

IoT Edge modules

Azure IoT Edge runtime

Cloud-based interface

How do the components fit together?

Connecting a sensor to the ESP-12F microcontroller

More examples of real-world edge analytics applications

KOM-MICS smart factory platform

Summary

Questions