Explanation:
Option D is the most appropriate because it addresses all the given requirements: security (through encryption), compliance (by adhering to industry-standard protocols), scalability (by using data pipelines that can handle large volumes of data), and cost-effectiveness (by efficiently utilizing resources). This comprehensive approach ensures that the sensitive data is securely transferred while also being prepared for future data growth and adhering to budget constraints.
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As a Microsoft Fabric Analytics Engineer, you are responsible for transferring sensitive data from a Fabric data source to a lakehouse. The organization mandates that the data transfer must comply with industry-standard security protocols, ensure data integrity, and be cost-effective. Additionally, the solution should be scalable to accommodate future data growth. Considering these requirements, which of the following methods would you choose to securely transfer the data? (Choose the best option.)
A
Utilize a data pipeline with encryption for secure data transfer, ensuring compliance with security protocols but without considering scalability and cost-effectiveness.
B
Implement a dataflow with built-in security features for handling sensitive data, focusing solely on data integrity without addressing scalability or compliance requirements.
C
Apply Fast Copy with additional security measures, prioritizing speed over compliance, scalability, and cost considerations.
D
Adopt a comprehensive approach by combining data pipelines for efficient data transfer, dataflows for processing, and notebooks for analysis, all with encryption to meet security, compliance, scalability, and cost-effectiveness requirements.