Databricks Certified Data Engineer - Associate
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In the context of the Databricks Platform Architecture, consider a scenario where a company is concerned about data privacy and control while leveraging cloud resources for big data processing. The company wants to ensure that their data storage and processing are within their own cloud account, but they also want to utilize Databricks for infrastructure management and orchestration. Which of the following statements accurately describes the separation of responsibilities between the control plane and the data plane in Databricks, and correctly identifies what is hosted within the customer's cloud account? (Choose one correct option)
Simulated
A
The data plane, located in the customer's cloud account, is responsible for both data storage and processing, while the control plane, managed by Databricks, handles infrastructure management and orchestration. Both the data and compute resources reside within the customer's cloud environment.
B
The control plane, located in the customer's cloud account, is responsible for managing data storage and processing, while the data plane, managed by Databricks, handles infrastructure management. Only compute resources are hosted in the customer's cloud account; data is stored externally.
C
The data plane, managed by Databricks, is responsible for infrastructure management and orchestration, while the control plane, located in the customer's cloud account, handles data storage and processing. Both data and compute resources are managed by Databricks.
D
The control plane, managed by Databricks, is responsible for data storage and processing, while the data plane, located in the customer's cloud account, handles infrastructure management. Only compute resources are hosted in the customer's cloud account; data is stored in a separate data lake.
Explanation:
In the Databricks Platform Architecture, the data plane resides in the customer's cloud account and is responsible for data storage and processing. The control plane, managed by Databricks, is responsible for managing the infrastructure, orchestration, and user interface. Both the data and compute resources are located within the customer's cloud environment, ensuring data privacy and control. This setup allows companies to maintain control over their data while benefiting from Databricks' managed services for infrastructure management and orchestration.
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