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Real-time Vehicle Telemetry stream processing with Azure Stream Analytics, Event Hub and Synapse

SoftWiz Circle
8.45K subscribers
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9.7K views 2 years ago
Contoso Auto is collecting vehicle telemetry and wants to rapidly ingest and store the data in its raw form, then do some processing in near real-time. In the end, they want to create a dashboard that automatically updates with new data as it flows in after being processed. What they would like to see on the dashboard are various visualizations of detected anomalies, like engines overheating, abnormal oil pressure, and aggressive driving, using components such as a map to show anomalies related to cities, as well as various charts and graphs depicting this information in a clear way. In this Scenario, we will use Azure Event Hubs to ingest streaming vehicle telemetry data as the entry point to a near real-time analytics pipeline built on Event Hubs, Azure Stream Analytics, and Azure Synapse Analytics. Azure Stream Analytics extracts the vehicle sensor data from Event Hubs, performs aggregations over windows of time, then sends the aggregated da …...more
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Real-time Vehicle Telemetry stream processing with Azure Stream Analytics, Event Hub and Synapse
110Likes
9,740Views
2023Jan 22
Contoso Auto is collecting vehicle telemetry and wants to rapidly ingest and store the data in its raw form, then do some processing in near real-time. In the end, they want to create a dashboard that automatically updates with new data as it flows in after being processed. What they would like to see on the dashboard are various visualizations of detected anomalies, like engines overheating, abnormal oil pressure, and aggressive driving, using components such as a map to show anomalies related to cities, as well as various charts and graphs depicting this information in a clear way. In this Scenario, we will use Azure Event Hubs to ingest streaming vehicle telemetry data as the entry point to a near real-time analytics pipeline built on Event Hubs, Azure Stream Analytics, and Azure Synapse Analytics. Azure Stream Analytics extracts the vehicle sensor data from Event Hubs, performs aggregations over windows of time, then sends the aggregated data to Azure Synapse Analytics for data analysis. A vehicle telemetry data generator will be used to send vehicle telemetry data to Event Hubs. Please follow and ask any question to our linkedin profile and twitter or our web site and we will try to help you with answer. Linkedin   / softwizcircle   twitter   / soft_wiz   website FB   / softwiz-circle-113226280507946   Here Group of People are sharing their Knowledge about Software Development. They are from different Top MNC. We are doing this for community. It will help student and experience IT Pro to prepare and know about Google, Facebook, Amazon, Microsoft, Apple, Netflix etc and how these company works and what their engineer do. They will share knowledge about Azure, AWS , Cloud, Python, Java,.Net and other important aspect of Software Development.

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SoftWiz Circle

8.45K subscribers
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