Snowflake Exam ARA-R01 Topic 2 Question 24 Discussion

Actual exam question for Snowflake's ARA-R01 exam

Question #: 24
Topic #: 2

An Architect needs to design a Snowflake account and database strategy to store and analyze large amounts of structured and semi-structured dat

a. There are many business units and departments within the company. The requirements are scalability, security, and cost efficiency.

What design should be used?

ACreate a single Snowflake account and database for all data storage and analysis needs, regardless of data volume or complexity.

BSet up separate Snowflake accounts and databases for each department or business unit, to ensure data isolation and security.

CUse Snowflake's data lake functionality to store and analyze all data in a central location, without the need for structured schemas or indexes

DUse a centralized Snowflake database for core business data, and use separate databases for departmental or project-specific data.

Show Suggested Answer

Suggested Answer: D

The best design to store and analyze large amounts of structured and semi-structured data for different business units and departments is to use a centralized Snowflake database for core business data, and use separate databases for departmental or project-specific data. This design allows for scalability, security, and cost efficiency by leveraging Snowflake's features such as:

Database cloning:Cloning a database creates a zero-copy clone that shares the same data files as the original database, but can be modified independently. This reduces storage costs and enables fast and consistent data replication for different purposes.

Database sharing:Sharing a database allows granting secure and governed access to a subset of data in a database to other Snowflake accounts or consumers. This enables data collaboration and monetization across different business units or external partners.

Warehouse scaling:Scaling a warehouse allows adjusting the size and concurrency of a warehouse to match the performance and cost requirements of different workloads. This enables optimal resource utilization and flexibility for different data analysis needs.Reference:Snowflake Documentation: Database Cloning,Snowflake Documentation: Database Sharing, [Snowflake Documentation: Warehouse Scaling]

by Ricki at Nov 18, 2024, 10:45 PM

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Curtis

5 days ago

Option A seems like the easiest solution, but I doubt it's the most scalable or secure. Gotta go with Option B to play it safe.

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Desmond

7 days ago

Haha, Option C? A data lake without structured schemas? That's just asking for a big, unorganized mess. Not the way to go.

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Irma

9 days ago

I don't know, I think Option D makes the most sense. Centralize the core business data, but still have flexibility for departmental needs.

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Velda

21 days ago

Option B is the way to go. Separate accounts and databases for each department will ensure data isolation and security, just what the requirements call for.

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Valentin

2 days ago

Option B is the way to go. Separate accounts and databases for each department will ensure data isolation and security, just what the requirements call for.

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Erick

23 days ago

I see both points, but I think option A could work as well. Having a single account and database for all data storage could simplify management and reduce costs.

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Kati

30 days ago

I disagree, I believe option D is more efficient. It allows for centralized core business data while also having separate databases for specific needs.

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Therese

1 months ago

I think option B is the best choice. It ensures data isolation and security for each department.

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