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Hadoop Blueprints

You're reading from   Hadoop Blueprints Use Hadoop to solve business problems by learning from a rich set of real-life case studies

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Product type Paperback
Published in Sep 2016
Publisher Packt
ISBN-13 9781783980307
Length 316 pages
Edition 1st Edition
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Authors (3):
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Sudheesh Narayan Sudheesh Narayan
Author Profile Icon Sudheesh Narayan
Sudheesh Narayan
Tanmay Deshpande Tanmay Deshpande
Author Profile Icon Tanmay Deshpande
Tanmay Deshpande
Anurag Shrivastava Anurag Shrivastava
Author Profile Icon Anurag Shrivastava
Anurag Shrivastava
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Table of Contents (9) Chapters Close

Preface 1. Hadoop and Big Data FREE CHAPTER 2. A 360-Degree View of the Customer 3. Building a Fraud Detection System 4. Marketing Campaign Planning 5. Churn Detection 6. Analyze Sensor Data Using Hadoop 7. Building a Data Lake 8. Future Directions

A business case for sensor data analytics


Consider a factory that produces goods, with many people working under the same roof. Because of the activity of the machines in the factory, environmental conditions such as temperature, humidity, voltage, and light are always changing. In order to ensure that all the workers and machines stay healthy and in good condition, we need to constantly monitor these environmental conditions and make sure everything is under control. In order to achieve this, let's assume that the company has deployed sensors at various points, as shown in the following figure.

The preceding image depicts the factory area, and the numbers in black indicate the places where sensors have been deployed.

Now we are going to implement a solution that collects and process this data in order to make sure that the conditions are under control.

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