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100% Pass Quiz Newest Snowflake - ADA-C01 Regualer Update

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Snowflake SnowPro Advanced Administrator Sample Questions (Q14-Q19):

NEW QUESTION # 14
What are benefits of using Snowflake organizations? (Select TWO).

A. Administrators can monitor and understand usage across all accounts in the organization.
B. User administration is simplified across all accounts within the organization.
C. Administrators can simplify data movement across all accounts within the organization.
D. Administrators have the ability to create accounts in any available cloud provider or region.
E. Administrators can change Snowflake account editions on-demand based on need.

Answer: A,D

Explanation:
Explanation
According to the Snowflake documentation1, organizations are a feature that allows linking the accounts owned by a business entity, simplifying account management and billing, replication and failover, data sharing, and other account administration tasks. Some of the benefits of using organizations are:
*Administrators can monitor and understand usage across all accounts in the organization using the ORGANIZATION_USAGE schema, which provides historical usage data for all accounts in the organization via views in a shared database named SNOWFLAKE2. This can help to optimize costs and performance across the organization.
*Administrators have the ability to create accounts in any available cloud provider or region using the CREATE ACCOUNT command, which allows specifying the cloud platform and region for the new account3.
This can help to meet the business needs and compliance requirements of the organization.
Option A is incorrect because administrators cannot change Snowflake account editions on-demand based on need, but rather have to contact Snowflake Support to request an edition change4. Option C is incorrect because administrators cannot simplify data movement across all accounts within the organization, but rather have to enable account database replication for both the source and target accounts, and use the ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command to promote a local database to serve as the primary database and enable replication to the target accounts5. Option D is incorrect because user administration is not simplified across all accounts within the organization, but rather requires creating and managing users, roles, and privileges for each account separately, unless using a federated authentication method such as SSO or SCIM.

NEW QUESTION # 15
An Administrator needs to implement an access control mechanism across an organization. The organization users access sensitive customer data that comes from different regions and needs to be accessible for Analysts who work in these regions. Some Analysts need very specific access control depending on their functional roles in the organization. Following Snowflake recommended practice, how should these requirements be met? (Select TWO).

A. Include masking rules as part of data ingestion and transformation pipelines.
B. Implement row access policies and Dynamic Data Masking policies.
C. Use a third-party tool to share the data.
D. Use zero-copy cloning to replicate the database schema and provide access as needed.
E. Implement views on top of base tables that exclude or mask sensitive data.

Answer: B,E

NEW QUESTION # 16
In general, the monthly billing for database replication is proportional to which variables? (Select TWO).

A. The frequency of changes to the primary database as a result of data loading or DML operations
B. The number of times data moves across regions and/or cloud service providers between the primary and secondary database accounts
C. The amount of table data in the primary database that changes as a result of data loading or DML operations
D. The frequency of the secondary database refreshes from the primary database
E. The number and size of warehouses defined in the primary account

Answer: A,C

Explanation:
Explanation
Snowflake charges for database replication based on two categories: data transfer and compute resources1.
Data transfer costs depend on the amount of data that is transferred from the primary database to the secondary database across regions and/or cloud service providers2. Compute resource costs depend on the use of Snowflake-provided compute resources to copy data between accounts across regions1. Both data transfer and compute resource costs are proportional to the frequency and amount of changes to the primary database as a result of data loading or DML operations3.
Therefore, the answer is A and B. The other options are not directly related to the replication billing, as the frequency of secondary database refreshes does not affect the amount of data transferred or copied4, and the number and size of warehouses defined in the primary account do not affect the replication process5.

NEW QUESTION # 17
For Snowflake network policies, what will occur when the account_level and user_level network policies are both defined?

A. A network policy error will be generated with no definitions provided.
B. The account_level policy will override the user_level policy.
C. The user_level network policies will not be supported.
D. The user_level policy will override the account_level policy.

Answer: D

Explanation:
According to the Network Policies documentation, a network policy can be applied to an account, a security integration, or a user. If there are network policies applied to more than one of these, the most specific network policy overrides more general network policies. The following summarizes the order of precedence:
* Account: Network policies applied to an account are the most general network policies. They are overridden by network policies applied to a security integration or user.
* Security Integration: Network policies applied to a security integration override network policies applied to the account, but are overridden by a network policy applied to a user.
* User: Network policies applied to a user are the most specific network policies. They override both accounts and security integrations.
Therefore, if both the account_level and user_level network policies are defined, the user_level policy will take effect and the account_level policy will be ignored. The other options are incorrect because:
* The account_level policy will not override the user_level policy, as explained above.
* The user_level network policies will be supported, as they are part of the network policy feature.
* A network policy error will not be generated, as there is no conflict between the account_level and user_level network policies.

NEW QUESTION # 18
A Snowflake Administrator has a multi-cluster virtual warehouse and is using the Snowflake Business Critical edition. The minimum number of clusters is set to 2 and the maximum number of clusters is set to 10. This configuration works well for the standard workload, rarely exceeding 5 running clusters. However, once a month the Administrator notes that there are a few complex long-running queries that are causing increased queue time and the warehouse reaches its maximum limit at 10 clusters.
Which solutions will address the issues happening once a month? (Select TWO).

A. Increase the multi-cluster maximum to 20 or more clusters.
B. Use a task to increase the cluster size for the time period that the more complex queries are running and another task to reduce the size of the cluster once the complex queries complete.
C. Examine the complex queries and determine if they can be made more efficient using clustering keys or materialized views.
D. Have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload.
E. Increase the minimum number of clusters started in the multi-cluster configuration to 5.

Answer: B,D

Explanation:
According to the Snowflake documentation1, a multi-cluster warehouse is a virtual warehouse that consists of multiple clusters of compute resources that can scale up or down automatically to handle the concurrency and performance needs of the queries submitted to the warehouse. A multi-cluster warehouse has a minimum and maximum number of clusters that can be specified by the administrator. Option A is a possible solution to address the issues happening once a month, as it allows the administrator to use a task to increase the cluster size for the time period that the more complex queries are running and another task to reduce the size of the cluster once the complex queries complete. This way, the warehouse can have more resources available to handle the complex queries without reaching the maximum limit of 10 clusters, and then return to the normal cluster size to save costs. Option B is another possible solution to address the issues happening once a month, as it allows the administrator to have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload. This way, the warehouse can isolate the complex queries from the standard workload and avoid queue time and resource contention. Option C is not a recommended solution to address the issues happening once a month, as it would increase the costs and complexity of managing the multi-cluster warehouse, and may not solve the underlying problem of inefficient queries. Option D is a good practice to improve the performance of the queries, but it is not a direct solution to address the issues happening once a month, as it requires analyzing and optimizing the complex queries using clustering keys or materialized views, which may not be feasible or effective in all cases. Option E is not a recommended solution to address the issues happening once a month, as it would increase the costs and waste resources by starting more clusters than needed for the standard workload.

NEW QUESTION # 19
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