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IoT and Edge Computing for Architects

IoT and Edge Computing for Architects - Second Edition

By : Perry Lea
4.8 (19)
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IoT and Edge Computing for Architects

IoT and Edge Computing for Architects

4.8 (19)
By: Perry Lea

Overview of this book

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, 2E 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.
Table of Contents (17 chapters)
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15
Other Books You May Enjoy
16
Index

Part 2 – Data communication

A significant portion of this book surrounds connectivity and networking. There are countless other sources that dive deep into application development, predictive analytics, and machine learning. This book too will cover those topics, but an equal amount of emphasis is given to data communications. The IoT wouldn't exist without significant technologies to move data from the remotest and most hostile environment to the largest data centers at Google, Amazon, Microsoft, and IBM. The acronym IoT contains the word Internet, and because of that, we need to dive deep into networking, communications, and even signal theory. The starting point for IoT isn't sensors or the application; it's about connectivity, as we will see throughout this book. A successful architect will understand the constraints of Internetworking from a sensor to a WAN and back again.

This communication and networking section starts with theory and mathematical foundations of communication and information. Preliminary tools and models are needed by a successful architect not only to understand why certain protocols are constrained, but also to design future systems that scale successfully at IoT levels.

These tools include wireless radio dynamics like range and power analysis, signal-to-noise ratio, path loss, and interference. Part 2 also details foundations of information theory and constraints that affect overall capacity and quality of data. The foundations of Shannon's law will be explored. The wireless spectrum is also finite and shared, so an architect deploying a massive IoT system will need to understand how the spectrum is allocated and governed.

Theory and models explored in this part will be reused in other parts of the book.

Data communication and networking will then build up from the near-range and near-meter communication systems known as personal area networks (PANs), typically using non-Internet protocol messages. The chapter on PAN will include the new Bluetooth 5 protocol and mesh, as well as Zigbee and Z-Wave in depth. These represent the plurality of all IoT wireless communication systems. Next, we explore wireless local area networks and IP-based communication systems including the vast array of IEEE 802.11 Wi-Fi systems, thread, and 6LoWPAN. The chapter also investigates new Wi-Fi standards such as 802.11p for in-vehicle communication.

The part concludes with long-range communication using cellular (4G LTE) standards, and dives deep into the understanding and infrastructure to support 4G LTE and new standards dedicated to IoT and machine-to-machine communication, such as Cat-1 and Cat-NB. The last chapter also covers the 5G standard and publicly licensed cellular (MulteFire) to prepare the architect for future long-range transmissions where every device is connected in some capacity. A proprietary protocol like LoRaWAN and Sigfox are also explored to understand the differences between architectures.

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