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Answer: Implement data encryption, access controls, and configure the pipeline to handle interruptions and ensure data consistency using checkpoints and watermarking.
In a healthcare organization, data privacy and security are critical requirements. The pipeline should implement data encryption and access controls to protect sensitive patient data. Additionally, to handle interruptions and ensure data consistency, the pipeline should be configured to use checkpoints and watermarking. This approach ensures that the pipeline can recover from failures without losing or corrupting data, while maintaining the privacy and security of the data being processed.
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You are working on a data pipeline for a healthcare organization that processes patient data from multiple sources, including electronic health records (EHR), medical devices, and wearables. The pipeline needs to handle interruptions and ensure data privacy and security. How would you configure the pipeline to meet these requirements?
A
Disable data encryption and access controls to improve processing speed.
B
Implement data encryption and access controls, but do not handle interruptions or data consistency.
C
Configure the pipeline to handle interruptions and ensure data consistency using checkpoints and watermarking, but ignore data privacy and security.
D
Implement data encryption, access controls, and configure the pipeline to handle interruptions and ensure data consistency using checkpoints and watermarking.
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