Architectural Patterns and Techniques for Developing IoT Solutions: Build IoT applications using digital twins, gateways, rule engines, AI/ML integrat
暫譯: 物聯網解決方案的架構模式與技術:使用數位雙胞胎、閘道、規則引擎及AI/ML整合建構物聯網應用程式
Dhaliwal, Jasbir Singh
- 出版商: Packt Publishing
- 出版日期: 2023-09-28
- 售價: $1,740
- 貴賓價: 9.5 折 $1,653
- 語言: 英文
- 頁數: 304
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1803245492
- ISBN-13: 9781803245492
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相關分類:
物聯網 IoT
海外代購書籍(需單獨結帳)
相關主題
商品描述
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.
商品描述(中文翻譯)
應用現代架構模式和技術,以實現可擴展、具彈性和安全的智能物聯網解決方案,這些解決方案專為製造、消費、農業、智慧城市及其他領域而建。
主要特點
- 快速開發物聯網解決方案,利用所列的模式和相關指導,讓您獲得更多能力
- 通過實際案例研究,了解物聯網架構模式在各個領域的應用
- 探索感測器和執行器的選擇、分析、安全性以及架構物聯網系統的新興工具
- 購買印刷版或 Kindle 書籍可獲得免費 PDF 電子書
書籍描述
隨著物聯網 (IoT) 的擴展並進入新領域,架構模式需要促進更快速的數位轉型和更統一的開發。通過眾多的使用案例和範例,本書幫助您概念化和實施物聯網架構模式,並在現實場景中的多樣化背景下使用它們。
本書首先介紹各種物聯網架構模式,然後幫助您了解它們在零售、智慧製造、消費、智慧城市和智慧農業等領域的應用。您還將發現,像安全性這樣的橫切關注點在物聯網背景下需要特別考量。隨著進展,您將發現物聯網參考架構每一層固有的細微差別,包括與邊緣/受限設備的分析、數據可視化等相關的考量。在結尾章節中,您將探索增強物聯網能力以實現更廣泛應用的新興技術,如區塊鏈、3D 打印、5G、生成式 AI、量子計算和大型語言模型 (LLMs)。
在本書結束時,您將學會如何利用物聯網架構模式的力量,在任何領域架構可擴展、安全和獨特的物聯網解決方案,並能避免通常會使物聯網專案偏離軌道的陷阱。
您將學到什麼
- 掌握不同架構模式和反模式的基本要素
- 發現多樣化物聯網應用中的共同特徵
- 結合物理和虛擬領域的模式,開發創新應用
- 為您的解決方案選擇合適的感測器和執行器
- 探索與分析相關的工具和技術,如 TinyML 和感測器融合
- 克服在保護物聯網系統中面臨的挑戰
- 利用基於邊緣計算和新興技術(如 3D 打印、5G、生成式 AI 和 LLMs)的使用案例
本書適合誰
本書適合物聯網系統和解決方案架構師以及其他物聯網從業者,如開發人員和對於理解各種物聯網架構模式和技術如何應用於開發獨特和多樣化的物聯網解決方案感興趣的技術專案經理和售前經理。對物聯網基本概念及其應用領域的先前知識是有幫助的,但並非必要。
目錄大綱
- Introduction to IoT Patterns
- IoT Patterns for Field Devices
- IoT Patterns for the Central Server
- Pattern Implementation in the Consumer Domain
- Pattern Implementation in the Smart City Domain
- Pattern Implementation in the Retail Domain
- Pattern Implementation in the Manufacturing Domain
- Pattern Implementation in the Agriculture Domain
- Sensor and Actuator Selection Guidelines
- Analytics in the IoT Context
- Security in the IoT Context
- Exploring Synergies with Emerging Technologies
- Epilogue
目錄大綱(中文翻譯)
- Introduction to IoT Patterns
- IoT Patterns for Field Devices
- IoT Patterns for the Central Server
- Pattern Implementation in the Consumer Domain
- Pattern Implementation in the Smart City Domain
- Pattern Implementation in the Retail Domain
- Pattern Implementation in the Manufacturing Domain
- Pattern Implementation in the Agriculture Domain
- Sensor and Actuator Selection Guidelines
- Analytics in the IoT Context
- Security in the IoT Context
- Exploring Synergies with Emerging Technologies
- Epilogue