IoT product design and development : best practices for industrial, consumer, and business applications /
"This book will set up the foundation for the successful process of going about the IoT product design and management while offering specific practical and tried recommendations before, during, and after execution. It also offers a practical recipe for the endeavor by offering technological and...
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| Format: | eBook |
| Language: | English |
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Hoboken, NJ :
John Wiley & Sons, Inc.,
2023.
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| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Who is this book for?
- What is Covered?
- Introduction to IoT
- What is IoT?
- Why is IoT important?
- Why now?
- IoT and Digital Transformation
- The role of IoT in modern businesses
- Opportunities
- Risks
- It's an integration process: the human aspects of digital transformation
- IT-OT Integration
- Building trust is key
- Business Models and Market analysis
- Business and industrial market
- The Shift to Software-based PLCs
- Example: improve cost and reliability of a power distribution system with IoT
- Example: enhance safety, security, and carbon footprint in an airport using IoT
- Consumer market
- Sources of Cost
- Sources of Revenue
- Matter, Formerly Known As Project Connected Home over IP (CHIP)
- Example: improve quality of life and energy efficiency by smart thermostats
- Connectivity choice and its impact on RoI
- Climate Change and Performance per Watt
- Data by-products beyond the original IoT application
- Services and device management
- Peripheral businesses
- Marketing
- Data Management
- Analytics and AI
- Developers
- Security and safety
- Security
- Encryption techniques
- Symmetric Encryption Algorithms
- Asymmetric Encryption Algorithms
- Software and Firmware Update Techniques
- Random Key Generation
- Software and Firmware Update Process
- Key Management and Protection Against Known Threats
- Security Attacks and Chain of Trust
- Security Attacks
- Chain of Trust
- Incident Response
- Blockchain
- Summary of Best Security Practices for IoT Systems
- Networking Concepts
- Proxy
- VPN
- Firewall
- DMZ
- IoT Security Standards and Certificates
- ioXT
- UL
- Matter, Formerly Known As Project Home over IP (CHIP)
- Governmental Regulations and Other General Guidelines
- IoT System Design Process and Main Components
- Design and Deployment Process
- Roles, Responsibilities, and Team Structure
- Process
- A Deeper Look
- Sensors
- Common Sensors
- General Sensor Concepts
- Filtering the Sensor Output
- File Systems
- Data in Motion vs. Data at Rest
- Machine Learning
- History and Background
- Categories of Learning Algorithms
- General Machine Learning Concepts
- How a Machine Learning Model is Built
- Overfitting
- Dataset, Explainability, and Supervised Concepts
- What is and what is not machine learning?
- Machine Learning Architecture
- Networking and Communication System, Product Lifecycle, Device Management
- IoT System Architecture: Edge, Cloud, and Fog
- Networking
- Network Functions Virtualization and Software Defined Networks
- Wireless Communication Protocols
- Short range Wireless Protocols
- Long range wireless protocols
- Examples
- Smart Video Doorbell
- Energy Efficient Office
- IoT Systems Life Cycle
- The Process of Building a Data Product
- What personas do you need on your team?
- Business Understanding
- Data Understanding
- Data Preparation
- Modeling
- Evaluation
- Deployment
- The cycle repeats
- CRISP-DM.