Your practical guide to designing, building, managing, and operating Industrial Internet of Things (IIoT) applications
Key Features
Build IIoT applications and deploy them on Platform as a Service (PaaS)
Learn data analytics techniques using Spark and TensorFlow for IIoT development
Understand Predix services to accelerate your IIoT application development
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 used in industrial machinery has led to an exponential increase in data being captured for predictive analytics. Industrial Internet Application Development is a practical guide for developers who want to create applications that leverage the full capabilities of IIoT. You will get started by learning how to develop your first IIoT application and understanding its deployment and security. Once you’re familiar with what IIoT is, you will move on to exploring Edge Development along with the analytics aspect of the IIoT stack. In later chapters, you’ll get to grips with the deployment of IIoT applications on the Predix platform. As you cover these concepts, you’ll be able to identify key elements of the development framework and understand their importance while considering architecture and design for IIoT applications. By the end of this book, you will have the skills you need to deploy IIoT applications on the Predix platform and incorporate best practices for developing fault-tolerant and reliable IIoT systems.
What you will learn
Connect prototype devices to CloudStore data in IIoT applications
Explore data management techniques and their implementation
Deploy analytics and visualize the outcomes as alerts
Implement continuous deployment using Docker and Cloud Foundry
Make your applications fault-tolerant and monitor them with the New Relic tool
Learn to build an interface with SalesForce
Who this book is for
This book is for software developers, architects, product managers, and executives who are looking to gain insights into Industrial Internet application development. Basic knowledge of any popular programming language such as Python will be helpful.
Table of Contents
IoT Fundamentals and Components
IoT Application Design
IIoT Edge Development
Data for IIoT
Analytics for IIoT
Developing your first application for IIOT
Deployment, Scale and Security Considerations
Reliability, Fault Tolerance and Monitoring your IIoT Application
Implementing an industrial strength IIoT Application with Predix