Architectural Patterns and Techniques for Developing IoT Solutions: Build IoT applications using digital twins, gateways, rule engines [Team-IRA]

✍ Scribed by Jasbir Singh Dhaliwal

• Publisher: Packt Publishing
• Year: 2023
• Tongue: English
• Leaves: 304
• Category: Library

✦ Synopsis

Apply modern architectural patterns and techniques to achieve scalable, resilient, and secure intelligent IoT solutions built for manufacturing, consumer, agriculture, smart cities, and other domains

Key Features

• Get empowered to quickly develop IoT solutions using listed patterns and related guidance
• Learn the applications of IoT architectural patterns in various domains through real-world case studies
• Explore sensor and actuator selection, analytics, security, and emerging tools for architecting IoT systems
• Purchase of the print or Kindle book includes a free PDF eBook

Book Description

As the Internet of Things (IoT) expands and moves to new domains, architectural patterns need to enable faster digital transformation and more uniform development. Through numerous use cases and examples, this book helps you conceptualize and implement IoT architectural patterns and use them in diverse contexts in real-world scenarios.

The book begins by introducing you to a variety of IoT architectural patterns and then helps you understand how they are used in domains such as retail, smart manufacturing, consumer, smart cities, and smart agriculture. You’ll also find out how cross-cutting concerns such as security require special considerations in the IoT context. As you advance, you’ll discover all the nuances that are inherent in each layer of IoT reference architecture, including considerations related to analytics for edge/constrained devices, data visualizations, and so on. In the concluding chapters, you’ll explore emerging technologies such as blockchain, 3D printing, 5G, generative AI, quantum computing, and large language models (LLMs) that enhance IoT capabilities to realize broader applications.

By the end of this book, you’ll have learned to architect scalable, secure, and unique IoT solutions in any domain using the power of IoT architectural patterns, and you will be able to avoid the pitfalls that typically derail IoT projects.

What you will learn

• Get to grips with the essentials of different architectural patterns and anti-patterns
• Discover the underlying commonalities in diverse IoT applications
• Combine patterns from physical and virtual realms to develop innovative applications
• Choose the right set of sensors and actuators for your solution
• Explore analytics-related tools and techniques such as TinyML and sensor fusion
• Overcome the challenges faced in securing IoT systems
• Leverage use cases based on edge computing and emerging technologies such as 3D printing, 5G, generative AI, and LLMs

Who this book is for

This book is for IoT systems and solutions architects as well as other IoT practitioners, such as developers and both technical program and pre-sales managers who are interested in understanding how various IoT architectural patterns and techniques can be applied to developing unique and diverse IoT solutions. Prior knowledge of IoT fundamental concepts and its application areas is helpful but not mandatory.

Table of Contents

1. Introduction to IoT Patterns
2. IoT Patterns for Field Devices
3. IoT Patterns for the Central Server
4. Pattern Implementation in the Consumer Domain
5. Pattern Implementation in the Smart City Domain
6. Pattern Implementation in the Retail Domain
7. Pattern Implementation in the Manufacturing Domain
8. Pattern Implementation in the Agriculture Domain
9. Sensor and Actuator Selection Guidelines
10. Analytics in the IoT Context
11. Security in the IoT Context
12. Exploring Synergies with Emerging Technologies
13. Epilogue

✦ Table of Contents

Cover
Copyright
Foreword
Contributors
Acknowledgments
Table of Contents
Preface
Part 1:Understanding IoT Patterns
Chapter 1: Introduction to IoT
An overview of IoT
IoT reference architecture
Unique requirements of IoT use cases
Recommended architecture principles and considerations
Summary
Chapter 2: Key IoT Patterns for Field Devices
Device gateway
Pattern summary
Digital twin
Pattern summary
Device management
Pattern summary
Summary
Chapter 3: IoT Patterns for a Central Server
AI/ML integration
Pattern summary
The rule engine
Pattern summary
File upload
Pattern summary
Enterprise system integration
Pattern summary
Summary
Part 2:IoT Patterns in Action
Chapter 4: Pattern Implementation in the Consumer Domain
Deploying home automation
A detailed description of the use case
Use case – a smart egg boiler
A detailed description of the use case
Realizing the use case
Summary
Chapter 5: Pattern Implementation in the Smart City Domain
A smart speaker for modernizing education
Monitoring the condition of perishable goods
Driver behavior monitoring
Automatic replenishment of consumables and raw materials
Additional use cases
Summary
Chapter 6: Pattern Implementation in the Retail Domain
An overview of the retail domain
Using real-time IoT data
Implementing sensors and actuators in retail stores
Use case – real-time tracking in retail outlets
Privacy concerns
Leveraging IoT patterns
Summary
Chapter 7: Pattern Implementation in the Manufacturing Domain
An overview of smart manufacturing
Key terms/definitions
Exploring the evolution of the manufacturing domain
The benefits of smart manufacturing
Challenges in transitioning from traditional to smart manufacturing
Automatic inspection of finished goods or parts
Summary
Chapter 8: Pattern Implementation in the Agriculture Domain
An overview of smart agriculture
Key terms/definitions
Factors influencing greater adoption of smart agriculture technologies
Use cases of IoT in smart agriculture
Resolving agricultural challenges with a land consolidation platform
Mitigating agricultural challenges
Summary
Part 3:Implementation Considerations
Chapter 9: Sensors and Actuator Selection
Key terms/definitions
Usage scenarios of sensors
Operation and usage scenarios of actuators
Key characteristics of actuator types
Use cases for actuators
Use case – connected coffee vending machine
Factors to be considered while selecting a sensor or actuator
Introducing wireless sensor and actuator networks
Summary
Chapter 10: Analytics in an IoT Context
Key terms/definitions
Implementing IoT analytics
Stages of implementing IoT analytics
Integrating ML capabilities into IoT analytics
Understanding the importance of data quality
Relevance of edge analytics
Considerations for IoT visualization
Summary
Chapter 11: Security in the IoT Context
Key terms/definitions
Comparing IoT security and IT security
Challenges in securing IoT solutions
IoT security vulnerabilities
Major IoT security breaches
Mitigating IoT security vulnerabilities
Domain-specific security considerations
Applicable security standards and best practices
Summary
Part 4:Extending IoT Solutions
Chapter 12: Exploring Synergies with Emerging Technologies
Blockchain
Benefits of combining IoT and blockchain
Possible use cases
Generative AI
Benefits of combining IoT and generative AI
Possible use cases
Large language models
Benefits of combining IoT and LLM
Possible use cases
AI/ML
Benefits of combining IoT and AI/ML
Possible use cases
Immersive technologies
Benefits of combining IoT with immersive technologies
Possible use cases
3D and 4D printing
Benefits of combining IoT with 3D and 4D printing
Possible use cases
5G and 6G technology
Benefits of combining IoT with 5G and 6G technologies
Possible use cases
Drones
Possible use cases
Social media
Benefits of combining IoT and social media
Possible use cases
Cloud computing
Benefits of combining IoT and cloud computing
Possible use cases
Energy harvesting
Benefits of combining IoT and energy harvesting
Possible use cases
Quantum computing
Benefits of combining IoT and quantum computing
Possible use cases
Web 3.0
Benefits of combining IoT and Web 3.0
Possible use cases
Edge computing
Benefits of combining IoT and edge computing
Possible use cases
Summary
Chapter 13: Epilogue
Project implementation considerations
Lessons learned from IoT projects
NFR considerations
Battery or power optimization
Cost optimization
IoT connectivity protocols
Summary
Index