IoT & Hardware
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You're reading from  Architectural Patterns and Techniques for Developing IoT Solutions

Product typeBook
Published inSep 2023
PublisherPackt
ISBN-139781803245492
Edition1st Edition
Concepts
IoT Development
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Author (1)
Jasbir Singh Dhaliwal
Jasbir Singh Dhaliwal
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Jasbir Singh Dhaliwal

Jasbir Singh Dhaliwal has over 26 years of software development and management experience, including 10 years in delivering complex IoT projects. Currently employed with IBM as a Principal Architect (IoT and cloud) and considered a thought leader with over 31 IoT patents, he has a deep understanding of IoT concepts/architectures and has delivered IoT projects in diverse domains such as consumer goods, smart buildings, healthcare, precision agriculture, automobile, and manufacturing. His extensive experience in both the public cloud and embedded domains gives him a unique edge in conceiving innovative end-to-end IoT solutions. He holds a bachelor's degree in computer science and engineering from Punjab Engineering College, India.
Read more about Jasbir Singh Dhaliwal

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Implementing IoT analytics

Although this section specifies the characteristics/considerations of IoT analytics from a technical standpoint, it is worth noting that when implementing an IoT use case, domain know-how is equally important. This know-how varies vastly from one domain to another – for example, the mechanism for detecting anomalies in the agriculture domain would be quite different from the one used for detecting anomalies in the manufacturing domain. Some of the typical scenarios/use cases for which IoT analytics is used are shown in the following figure:

Figure 10.3 – Application scenarios for IoT analytics

IoT analytics is categorized into four different areas, depending on the insights that are generated:

  • Descriptive analytics: In this type of analytics, stored historical data is analyzed to provide a view of historical performance, anomalies, and more. Even the real-time data stream can be analyzed, but the focus remains...
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Architectural Patterns and Techniques for Developing IoT Solutions
Published in: Sep 2023Publisher: PacktISBN-13: 9781803245492
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Jasbir Singh Dhaliwal

Jasbir Singh Dhaliwal has over 26 years of software development and management experience, including 10 years in delivering complex IoT projects. Currently employed with IBM as a Principal Architect (IoT and cloud) and considered a thought leader with over 31 IoT patents, he has a deep understanding of IoT concepts/architectures and has delivered IoT projects in diverse domains such as consumer goods, smart buildings, healthcare, precision agriculture, automobile, and manufacturing. His extensive experience in both the public cloud and embedded domains gives him a unique edge in conceiving innovative end-to-end IoT solutions. He holds a bachelor's degree in computer science and engineering from Punjab Engineering College, India.
Read more about Jasbir Singh Dhaliwal

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