IoT and Edge Computing for Architects, 2/e (Paperback)

Perry Lea

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商品描述

Industries are embracing IoT technologies to improve operational expenses, product life, and people's well-being. An architectural guide is needed if you want to traverse the spectrum of technologies needed to build a successful IoT system, whether that's a single device or millions of IoT devices.

 

IoT and Edge Computing for Architects, Second Edition encompasses the entire spectrum of IoT solutions, from IoT sensors to the cloud. It examines modern sensor systems, focusing on their power and functionality. It also looks at communication theory, paying close attention to near-range PAN, including the new Bluetooth® 5.0 specification and mesh networks. Then, the book explores IP-based communication in LAN and WAN, including 802.11ah, 5G LTE cellular, Sigfox, and LoRaWAN. It also explains edge computing, routing and gateways, and their role in fog computing, as well as the messaging protocols of MQTT 5.0 and CoAP.

 

With the data now in internet form, you'll get an understanding of cloud and fog architectures, including the OpenFog standards. The book wraps up the analytics portion with the application of statistical analysis, complex event processing, and deep learning models. The book then concludes by providing a holistic view of IoT security, cryptography, and shell security in addition to software-defined perimeters and blockchains.

商品描述(中文翻譯)

各行業正積極採用物聯網(IoT)技術,以改善營運成本、產品壽命和人們的福祉。如果您想要建立一個成功的物聯網系統,不論是單一設備還是數百萬個物聯網設備,都需要一本架構指南來遍覽所需的技術範疇。

《IoT和邊緣運算架構師指南,第二版》涵蓋了整個物聯網解決方案的範疇,從物聯網感測器到雲端。它探討了現代感測器系統,專注於其功耗和功能。它還關注通信理論,特別是近距離個人區域網(PAN),包括新的藍牙® 5.0規範和網狀網路。然後,本書探討了基於IP的局域網(LAN)和廣域網(WAN)的通信,包括802.11ah、5G LTE蜂窩網絡、Sigfox和LoRaWAN。它還解釋了邊緣運算、路由和閘道器以及它們在霧運算中的作用,以及MQTT 5.0和CoAP的消息協議。

隨著數據現在以互聯網形式存在,您將了解雲端和霧運算架構,包括OpenFog標準。本書以統計分析、複雜事件處理和深度學習模型的應用來總結分析部分。最後,本書提供了物聯網安全、加密和殼層安全以及軟體定義邊界和區塊鏈的整體觀點。

作者簡介

Perry Lea is a 30-year veteran technologist. He spent over 20 years at Hewlett-Packard as chief architect and distinguished technologist of the LaserJet business. He then led a team at Micron focusing on emerging compute using in-memory processing for machine learning and computer vision. At Cradlepoint, he pivoted the company into 5G and the IoT. He then co-founded Rumble, an industry leader in edge/IoT products. He is the principal architect for Microsoft’s Xbox business and works on emerging technologies and hyperscale game streaming, and has authored 40 patents, with 30 pending.

作者簡介(中文翻譯)

Perry Lea是一位有30年經驗的技術專家。他在惠普公司擔任首席架構師和雷射打印機業務的傑出技術專家超過20年。之後,他在美光公司領導一個團隊,專注於使用內存處理進行機器學習和計算機視覺。在Cradlepoint,他將公司轉向5G和物聯網。然後,他共同創辦了Rumble,一家在邊緣/物聯網產品領域的行業領先者。他是微軟Xbox業務的首席架構師,致力於新興技術和超大規模遊戲串流,並擁有40項專利,其中30項正在等待批准。

目錄大綱

  1. IoT and Edge Computing Definition and Use Cases
  2. IoT Architecture and Core IoT Modules
  3. Sensors, Endpoints, and Power Systems
  4. Communications and Information Theory
  5. Non-IP Based WPAN
  6. IP-Based WPAN and WLAN
  7. Long Range Communication Systems and Protocols (WAN)
  8. Edge Computing
  9. Edge Routing and Networking
  10. Edge to Cloud Protocols
  11. Cloud and Fog Topologies
  12. Data Analytics and Machine Learning in the Cloud and Edge
  13. IoT and Edge Security
  14. Consortiums and Communities

目錄大綱(中文翻譯)

- IoT和邊緣運算的定義和使用案例
- IoT架構和核心IoT模組
- 感測器、終端和電源系統
- 通訊和資訊理論
- 非IP基礎的無線個人區域網路(WPAN)
- 基於IP的無線個人區域網路(WPAN)和無線區域網路(WLAN)
- 長距離通訊系統和協議(WAN)
- 邊緣運算
- 邊緣路由和網路
- 邊緣到雲端的協議
- 雲端和霧計算拓撲
- 雲端和邊緣的數據分析和機器學習
- IoT和邊緣安全
- 協會和社群