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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Objectives
Security and Access Control	- Authentication and authorization 1. Network policies and secure access 2. Role-based access control (RBAC)
Snowflake Architecture and Virtual Warehouses	- Snowflake architecture concepts 1. Separation of storage and compute 2. Virtual warehouse usage and scaling
Performance and Monitoring	- Performance tuning and optimization 1. Query performance analysis 2. Warehouse sizing and scaling strategies
Data Protection and Recovery	- Backup and recovery mechanisms 1. Cloning and data recovery strategies 2. Time Travel and Fail-safe concepts
Data Loading and Unloading	- Bulk and continuous data ingestion 1. COPY INTO operations 2. Stages and file formats
Account and Resource Administration	- Account configuration and management 1. Users, roles, and permissions 2. Resource monitors and governance basics

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q47-Q52):

NEW QUESTION # 47
What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)

A. The cost of running a resource monitor is only 10% of a credit, per day of operation.
B. Resource monitor governance is tightly controlled and monitors can only be created by the ACCOUNTADMIN role or users with the CREATE MONITOR privilege.
C. Multiple resource monitors can be applied to a single virtual warehouse.
D. Multiple triggers can be configured across various virtual warehouse thresholds.
E. Resource monitors can be applied to more than one virtual warehouse.
F. Resource monitors add no additional load to virtual warehouse compute.

Answer: C,D,E

Explanation:
Multiple resource monitors can be assigned to a single virtual warehouse for granular credit control.
Resource monitors support multiple triggers at different usage thresholds.
A single resource monitor can govern multiple virtual warehouses.

NEW QUESTION # 48
In which scenario will use of an external table simplify a data pipeline?

A. When accessing a Snowflake table from an external database within the same region
B. When accessing a Snowflake table that references data files located in cloud storage
C. When continuously writing data from a Snowflake table to external storage
D. When accessing a Snowflake table from a relational database

Answer: B

Explanation:
External tables in Snowflake are specifically designed to reference and query data files located in external cloud storage. This simplifies data pipelines by allowing direct SQL access to external data without the need for loading it into Snowflake.

NEW QUESTION # 49
A virtual warehouse report_wh is configured with AUTO_RESUME=TRUE and AUTO_SUSPEND=300. A user has been granted the role accountant.
An application with the accountant role should use this warehouse to run financial reports, and should keep track of compute credits used by the warehouse.
What minimal privileges on the warehouse should be granted to the role to meet the requirements for the application? (Choose two.)

A. MONITOR
B. OPERATE
C. OWNERSHIP
D. MODIFY
E. USAGE

Answer: A,E

Explanation:
USAGE privilege is required to run queries on the warehouse.
MONITOR privilege allows tracking and viewing compute credit usage for the warehouse.

NEW QUESTION # 50
When does auto-suspend occur for a multi-cluster virtual warehouse?

A. When there has been no activity on any cluster for the specified period of time.
B. After a specified period of time when an additional cluster has started on the maximum number of clusters specified for a warehouse.
C. When the minimum number of clusters is running and there is no activity for the specified period of time.
D. Auto-suspend does not apply for multi-cluster warehouses.

Answer: C

Explanation:
For a multi-cluster virtual warehouse, auto-suspend only triggers when the minimum number of clusters is running and there has been no activity for the specified period. Additional clusters above the minimum scale back down automatically, but suspension of the entire warehouse occurs only when the base minimum is idle.

NEW QUESTION # 51
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 user_level policy will override the account_level policy.
C. The account_level policy will override the user_level policy.
D. The user_level network policies will not be supported.

Answer: B

Explanation:
When both account-level and user-level network policies are defined in Snowflake, the user-level policy overrides the account-level policy for that specific user.

NEW QUESTION # 52
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