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Industrial Internet Application Development

You're reading from   Industrial Internet Application Development Simplify IIoT development using public cloud and native cloud services

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Product type Paperback
Published in Sep 2018
Publisher Packt
ISBN-13 9781788298599
Length 412 pages
Edition 1st Edition
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Authors (4):
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Veera Kishore Reddipalli Veera Kishore Reddipalli
Author Profile Icon Veera Kishore Reddipalli
Veera Kishore Reddipalli
Alena Traukina Alena Traukina
Author Profile Icon Alena Traukina
Alena Traukina
Jayant Thomas Jayant Thomas
Author Profile Icon Jayant Thomas
Jayant Thomas
Prashant Tyagi Prashant Tyagi
Author Profile Icon Prashant Tyagi
Prashant Tyagi
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Toc

Table of Contents (13) Chapters Close

Preface 1. IIoT Fundamentals and Components FREE CHAPTER 2. IIoT Application Architecture and Design 3. IIoT Edge Development 4. Data for IIoT 5. Advanced Analytics for the IIoT 6. Developing Your First Application for IIoT 7. Deployment, Scale, and Security 8. Reliability, Fault Tolerance, and Monitoring IIoT Applications 9. Implementing IIoT Applications with Predix 10. Best Practices for IIoT Applications 11. Future Direction of the IIoT 12. Other Books You May Enjoy

IIoT analytics – cloud and edge

Based on the IIoT use cases, the analytics need to be executed on the edge device closer to the controller so that it can react using a standard operation procedure based on the mission -critical events. On the other hand, there are analytics that typically run for a longer time and need to process large amount of datasets, which is at a fleet level. Such analytics fall under big data analytics and require high computing power to distribute the data computation generally preferred to run in a cloud environment for scalability and cost reasons. In this section, we will discuss both the cloud-based and edge-based analytics and technologies that can be used.

Cloud-based analytics

As mentioned...

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