Given a scenario where a data pipeline in Azure Data Factory needs to process real-time data feeds from IoT devices, describe how you would design the pipeline to handle this real-time data processing, including the use of Azure Stream Analytics and integration with Azure Data Factory.

Simulated

Batch process the data at regular intervals without considering real-time requirements.

0.0%

Use Azure Stream Analytics for real-time data processing, integrate it with Azure Data Factory using linked services, and design the pipeline to handle continuous data streams with appropriate triggers and activities.

100.0%

Manually trigger the pipeline each time new data arrives from the IoT devices.

0.0%

Store real-time data in a queue and process it in batches at a later time.

0.0%

Microsoft Azure Data Engineer Associate - DP-203

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Given a scenario where a data pipeline in Azure Data Factory needs to process real-time data feeds from IoT devices, describe how you would design the pipeline to handle this real-time data processing, including the use of Azure Stream Analytics and integration with Azure Data Factory.