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Answer: Hybrid data gateway, as it provides a unified solution for both on-premises and cloud-based data sources, ensuring secure and efficient data transfer while complying with data governance policies.
The hybrid data gateway is the most appropriate choice for this scenario because it supports secure and efficient data transfer from both on-premises and cloud-based sources. It aligns with organizational data governance policies and offers a cost-effective solution by eliminating the need for multiple gateways. While APIs can facilitate data transfer, they may not provide the same level of security, efficiency, and compliance as a hybrid data gateway, especially in complex environments involving diverse data sources.
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As a Microsoft Fabric Analytics Engineer Associate, you are tasked with designing a solution for a data analytics project that involves collecting and processing data from multiple on-premises and cloud-based sources. The solution must ensure secure and efficient data transfer to the analytics environment, comply with organizational data governance policies, and be cost-effective. Considering these requirements, which type of data gateway should you choose? (Choose one option)
A
On-premises data gateway, as it is the most secure option for any data transfer scenario.
B
Cloud data gateway, because it is optimized for cloud-based sources and offers the best performance.
C
Hybrid data gateway, as it provides a unified solution for both on-premises and cloud-based data sources, ensuring secure and efficient data transfer while complying with data governance policies.
D
None, as data transfer can be efficiently managed using APIs without the need for a gateway, reducing costs.
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