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The Azure IoT Handbook

You're reading from  The Azure IoT Handbook

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781837633616
Pages 248 pages
Edition 1st Edition
Languages
Author (1):
Dan Clark Dan Clark
Profile icon Dan Clark

Table of Contents (18) Chapters

Preface 1. Part 1: Capturing Data from Remote Devices
2. Chapter 1: An Introduction to the IoT 3. Chapter 2: Exploring the IoT Hub Service 4. Chapter 3: Provisioning Devices with the Device Provisioning Service 5. Chapter 4: Exploring Device Management and Monitoring 6. Chapter 5: Securing IoT Systems 7. Part 2: Processing the Data
8. Chapter 6: Creating Message Routing 9. Chapter 7: Exploring Azure Stream Analytics 10. Chapter 8: Investigating IoT Data with Azure Data Explorer 11. Chapter 9: Exploring IoT Edge Computing 12. Part 3: Processing the Data
13. Chapter 10: Visualizing Streaming Data in Power BI 14. Chapter 11: Integrating Machine Learning 15. Chapter 12: Responding to Device Events 16. Index 17. Other Books You May Enjoy

Stream analytics use cases

Stream analytics, also known as real-time analytics or real-time data processing, involves analyzing and deriving insights from data that is generated continuously and in real time. Here are some common use cases for stream analytics:

  • Fraud detection: Stream analytics can be used to detect fraudulent activities in real time. By continuously analyzing incoming data from various sources, such as financial transactions or user behavior patterns, patterns indicative of fraud can be identified and appropriate actions can be taken immediately.
  • IoT data processing: IoT generates vast amounts of data from connected devices. Stream analytics can process and analyze this data in real time, enabling real-time monitoring, anomaly detection, predictive maintenance, and operational optimization.
  • Network monitoring and anomaly detection: Stream analytics can be used to monitor network traffic and detect anomalies or suspicious activities in real time. This...
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