Enhancing Intelligent Real-Time Monitoring with Streaming Analytics Using Real-Time Digital Twins
The wealth of data available from smart sensors and internet of things (IoT) devices creates an exciting new opportunity to perform intelligent real-time monitoring. The insights derived from this monitoring can be used to dramatically improve responsiveness and situational awareness in many application areas including fraud detection and prevention, fleet management, security, disaster recovery, and health tracking.
The challenge is how to make sense of such vast amounts of data in real time and quickly determine the appropriate response in rapidly evolving situations. If that could be accomplished, such capabilities would provide valuable insights, enabling a switch from a reactive stance to a proactive strategy. Real-time digital twins provide the answer.
In this eBook, “Enhancing Intelligent Real-Time Monitoring with Streaming Analytics Using Real-Time Digital Twins” you will learn:
• The benefits of using real-time digital twins and real use cases
• How real-time digital twins differ from traditional streaming pipelines
• The advantages of using an In-Memory Data Grid for hosting real-time digital twins
• How real-time digital twins enable seamless use of edge computing in IoT
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