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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Performance and Monitoring	20%	- Clustering keys - Resource monitoring and management - Query history and profiling - Query performance optimization
Data Management	20%	- Database object management - Data sharing and replication - Time Travel and Fail-safe - Data loading and unloading
Account Management and Security	25%	- Account management and billing - User management and authentication - Role-Based Access Control (RBAC) - Security and governance management
Data Protection and Disaster Recovery	15%	- Snowflake Marketplace - Data replication - Backup and restore procedures - Disaster recovery planning
Virtual Warehouses	20%	- Resource monitors - Warehouse performance optimization - Virtual warehouse creation and management - Warehouse sizing and scaling

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q35-Q40):

NEW QUESTION # 35
An Administrator needs to configure a virtual warehouse in Snowflake for a new use case with these details:
1. There will be 50-100 concurrent users running reports
2. Minimize costs based on the number of active users at a given time
3. The virtual warehouse should suspend and resume automatically based on user activity
Which configuration will meet these requirements?

A. create or replace warehouse reporting_wh
warehouse_size = xxxlarge
auto_suspend = 60
auto_resume = true;
B. create or replace warehouse reporting_wh
warehouse_size = xxxlarge
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = false;
C. create or replace warehouse reporting_wh
warehouse_size = medium
auto_suspend = 600
auto_resume = true;
D. create or replace warehouse reporting_wh
warehouse_size = medium
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = true;

Answer: D

Explanation:
Supporting 50-100 concurrent users requires a multi-cluster warehouse so compute resources can scale to handle high concurrency. Setting a maximum cluster count allows Snowflake to automatically add clusters when query demand increases and reduce them when demand drops, which helps minimize cost based on active users. Enabling auto_suspend and auto_resume ensures the warehouse automatically stops when idle and restarts when queries arrive, further optimizing cost and operational efficiency.

NEW QUESTION # 36
A retailer uses a TRANSACTIONS table (100M rows, 1.2 TB) that has been clustered by the STORE_ID column (varchar(50)). The vast majority of analyses on this table are grouped by STORE_ID to look at store performance.
There are 1000 stores operated by the retailer but most sales come from only 20 stores. The Administrator notes that most queries are currently experiencing poor pruning, with large amounts of bytes processed by even simple queries.
Why is this occurring?

A. The table is not big enough to take advantage of the clustering key.
B. Sales across stores are not uniformly distributed.
C. The cardinality of the stores to transaction count ratio is too low to use the STORE_ID as a clustering key.
D. The STORE_ID should be numeric.

Answer: B

Explanation:
Clustering is effective when data distribution across the clustering key is relatively uniform. In this case, most transactions are concentrated in only 20 of the 1000 stores, leading to skewed data distribution. This imbalance causes poor pruning, since large portions of micro-partitions still need to be scanned, even for queries targeting specific stores.

NEW QUESTION # 37
What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)

A. Resource monitors add no additional load to virtual warehouse compute.
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 triggers can be configured across various virtual warehouse thresholds.
D. Multiple resource monitors can be applied to a single virtual warehouse.
E. The cost of running a resource monitor is only 10% of a credit, per day of operation.
F. Resource monitors can be applied to more than one virtual warehouse.

Answer: C,D,F

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 # 38
Which commands can be performed by a user with the ORGADMIN role but not the ACCOUNTADMIN role? (Choose two.)

A. GRANT ROLE ORGADMIN TO USER <username>;
B. SHOW REGIONS;
C. SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('ACCOUNT_LOCATOR','ENABLE_ACCOUNT_DATABASE_REPLICATION','true');
D. SHOW ORGANIZATION ACCOUNTS;
E. SHOW USERS;

Answer: B,D

Explanation:
Only the ORGADMIN role can run SHOW REGIONS and SHOW ORGANIZATION ACCOUNTS, which provide organization-wide information. These commands are not available to the ACCOUNTADMIN role.

NEW QUESTION # 39
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. OWNERSHIP
C. MODIFY
D. OPERATE
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 # 40
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