The solution is implemented as a lambda architecture pattern showing the full potential of the Cortana Intelligence platform for real-time and batch processing. It includes a Vehicle Telematics simulator, leverages Event Hubs for ingesting millions of simulated vehicle telemetry events into Azure, then uses Stream Analytics for gaining real-time insights on vehicle health and persists that data into long-term storage for richer batch analytics. It takes advantage of Machine Learning for anomaly detection in real-time and batch processing to gain predictive insights. HDInsight is leveraged to transform data at scale, and Data Factory handles orchestration, scheduling, resource management and monitoring of the batch processing pipeline. Finally, Power BI gives this solution a rich dashboard for real-time data and predictive analytics visualizations. Try it today!
Your Azure subscription used for the deployment will incur consumption charges on the services used in this solution. For pricing details, visit the Azure pricing page. See the 'Services Used' section on the right pane for the list of the services used in this solution.
Please ensure you stop the data generator when not actively using the solution. Running the data generator (Vehicle Telematics Simulator) will incur higher costs.
Please delete the solution if you are not using it.
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