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Snowflake ARA-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Accounts and Security	25%	- Account and database strategy design - Security, compliance and governance architecture - Security principles and implementation scenarios
Topic 2: Snowflake Architecture	30%	- Data sharing architecture design - Data modeling and use cases - Object hierarchy and architectural impact - Data protection and recovery strategies - Development lifecycle and workload support
Topic 3: Performance Optimization	20%	- Cost optimization and resource management - Query performance tuning - Clustering and partitioning strategies - Virtual warehouse configuration and sizing
Topic 4: Data Engineering	25%	- Data loading and unloading solutions - Transformation and processing frameworks - Data pipeline and integration design

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q26-Q31):

NEW QUESTION # 26
Who can provide permission to EXECUTE TASK?

A. ACCOUNTADMIN
B. THE TASK OWNER
C. SYSADMIN

Answer: A

NEW QUESTION # 27
A Snowflake Architect is designing a multiple-account design strategy.
This strategy will be MOST cost-effective with which scenarios? (Select TWO).

A. The company security policy mandates the use of different Active Directory instances for the development, test, and production environments.
B. The company must use a specific network policy for certain users to allow and block given IP addresses.
C. The company wants to clone a production database that resides on AWS to a development database that resides on Azure.
D. The company needs to support different role-based access control features for the development, test, and production environments.
E. The company needs to share data between two databases, where one must support Payment Card Industry Data Security Standard (PCI DSS) compliance but the other one does not.

Answer: A,E

Explanation:
B: When dealing with PCI DSS compliance, having separate accounts can be beneficial because it enables strong isolation of environments that handle sensitive data from those that do not. By segregating the compliant from non-compliant resources, an organization can limit the scope of compliance, thus making it a cost-effective strategy.
D: Different Active Directory instances can be managed more effectively and securely when separated into different accounts. This approach allows for distinct identity and access management policies, which can enforce security requirements and minimize the risk of access policy errors between environments.

NEW QUESTION # 28
An Architect is designing a pipeline to stream event data into Snowflake using the Snowflake Kafka connector. The Architect's highest priority is to configure the connector to stream data in the MOST cost-effective manner.
Which of the following is recommended for optimizing the cost associated with the Snowflake Kafka connector?

A. Utilize a lower Buffer.count.records in the connector configuration.
B. Utilize a higher Buffer.size.bytes in the connector configuration.
C. Utilize a lower Buffer.size.bytes in the connector configuration.
D. Utilize a higher Buffer.flush.time in the connector configuration.

Answer: A

NEW QUESTION # 29
What is a key consideration when setting up search optimization service for a table?

A. The table must be clustered with a key having multiple columns for effective search optimization.
B. Search optimization service works best with a column that has a minimum of 100 K distinct values.
C. Search optimization service can significantly improve query performance on partitioned external tables.
D. Search optimization service can help to optimize storage usage by compressing the data into a GZIP format.

Answer: B

Explanation:
Explanation:

NEW QUESTION # 30
The following DDL command was used to create a task based on a stream:

Assuming MY_WH is set to auto_suspend - 60 and used exclusively for this task, which statement is true?

A. The warehouse MY_WH will be made active every five minutes to check the stream.
B. The warehouse MY_WH will only be active when there are results in the stream.
C. The warehouse MY_WH will automatically resize to accommodate the size of the stream.
D. The warehouse MY_WH will never suspend.

Answer: A

NEW QUESTION # 31
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