Industrial Internet Application Development

A one-stop guide to design, build, manage, and operate IIoT applications.
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Industrial Internet Application Development

Prashant Tyagi et al.

A one-stop guide to design, build, manage, and operate IIoT applications.
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Book Details

ISBN 139781788298599
Paperback536 pages

Book Description

The Industrial Internet refers to the integration of complex physical machines with networked sensors and software. The Growth in the number of sensors deployed in heavy machineries and industrial equipment over the next five years is going to lead to an exponential increase in data being captured, which needs to be analyzed and leveraged for predictive analytics. This also opens up a new avenue for developers who would like to build exciting industrial applications.

This book will serve as a one-stop guide for software professionals to design, build, manage and operate IIoT applications.

The book begins by providing the business context to ensure that you are aware of the actual use cases that are being enabled by these Industrial IoT applications and explain to you its fundamental concepts. Once the business objectives are outlined, it will familiarize you with the different layers of the IIoT platform and their key components. You will learn about Edge Development along with the analytics portions of the IIoT stack. After this, the key elements of the development framework will be identified, and the importance of these elements will be highlighted in light of the overall architecture and design considerations for IIoT applications. You will develop your first application for IIOT and understand its deployment and security considerations. Finally, the software development details for the implementation of these applications will be outlined and the use of platforms such as Predix will be highlighted along with the best practices for development.

Table of Contents

What You Will Learn

  • Understand the business use cases for IIoT and the importance of application development for IIoT
  • Assemble and connect prototype devices to the Cloudstore data in IIoT applications
  • Data management techniques and implementations
  • Learn methodologies to do analytics in IIoT applications using SparkML and Tensor Flow
  • Develop an application that brings together the Assets and Timeseries sensor data
  • Understand and deploy the Analytics and visualizing the outcomes as Alerts
  • Continuous deployment using Docker and Cloudfoundry.
  • Make the application fault-tolerant and reliable, and monitor it using tools such as NewRelic
  • Understand the Predix platform architecture and implement an IIoT Application

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Table of Contents

Book Details

ISBN 139781788298599
Paperback536 pages
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