You're reading from Architectural Patterns and Techniques for Developing IoT Solutions Build IoT applications using digital twins, gateways, rule engines, AI/ML integration, and related patterns

Product type Paperback

Published in Sep 2023

Publisher Packt

ISBN-13 9781803245492

Length 304 pages

Edition 1st Edition

Tools

Combine

Concepts

IoT Development

Author (1):

Jasbir Singh Dhaliwal

Preface

1. Part 1: Understanding IoT Patterns

2. Chapter 1: Introduction to IoT Patterns FREE CHAPTER

3. Chapter 2: IoT Patterns for Field Devices

4. Chapter 3: IoT Patterns for the Central Server

5. Part 2: IoT Patterns in Action

6. Chapter 4: Pattern Implementation in the Consumer Domain

7. Chapter 5: Pattern Implementation in the Smart City Domain

8. Chapter 6: Pattern Implementation in the Retail Domain

9. Chapter 7: Pattern Implementation in the Manufacturing Domain

10. Chapter 8: Pattern Implementation in the Agriculture Domain

11. Part 3: Implementation Considerations

12. Chapter 9: Sensor and Actuator Selection Guidelines

13. Chapter 10: Analytics in the IoT Context

14. Chapter 11: Security in the IoT Context

15. Part 4: Extending IoT Solutions

16. Chapter 12: Exploring Synergies with Emerging Technologies

17. Chapter 13: Epilogue

18. Index

19. Other Books You May Enjoy

Key terms/definitions

In this section, we’ll look at some key concepts that are relevant to IoT analytics:

AI: AI intends to replicate human intelligence by using systems that can learn from past decisions, predict future scenarios, and continuously improve decision-making capabilities. AI has special relevance in the IoT context as the data that needs to be processed is high in volume, velocity, and variety, as discussed in the An overview of IoT section in Chapter 1 (the seven Vs of IoT data). This can’t be processed by traditional computing systems that are strictly rule-based (if X happens, do Y) and can only serve a very narrow purpose. Complex decisions need to be made based on the values in the data stream that are beyond the capabilities of traditional computing/programming systems. Chapter 12, Exploring Synergies with Emerging Technologies, describes in detail how AI and IoT act as complementary technologies to solve real-world challenges such as the...