Note: If you have already deployed this solution, click here to view your deployment.
Estimated provisioning time: 10 minutes
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 into vehicle health and makes that data persistent through 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 visualisations. 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 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.
If you don't have an Azure subscription, get started with Azure free subscription.
You’ll also need to download Power BI desktop.
©2017 Microsoft Corporation. All rights reserved. This information is provided “as is” and may change without notice. Microsoft makes no warranties, express or implied, with respect to the information provided here. Third-party data was used to generate the solution. You are responsible for respecting the rights of others, including procuring and complying with relevant licences in order to create similar datasets.