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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Sharing and Marketplace	10%	- Snowflake Marketplace 1. Marketplace administration and governance 2. Listing and consuming data products - Secure data sharing 1. Shares, readers and data providers 2. Secure views and data consumption
Topic 2: Business Continuity and Disaster Recovery	15%	- Data protection and replication 1. Cross-region and cross-cloud replication 2. Time travel and fail-safe configuration 3. Database cloning and backup strategies - Disaster recovery planning 1. Failover and failback procedures 2. Recovery time and point objectives
Topic 3: Performance Monitoring and Tuning	20%	- Query performance analysis 1. Indexing and clustering keys optimization 2. Materialized views and search optimization 3. Query profiling and execution plans - System monitoring and troubleshooting 1. Workload isolation and concurrency control 2. Account and warehouse usage metrics 3. Error logging and troubleshooting techniques
Topic 4: Resource Management and Optimization	25%	- Database and object management 1. Schema design and object lifecycle 2. Data retention and time travel 3. Storage management and clustering - Virtual warehouse administration 1. Warehouse sizing, scaling and suspension 2. Workload management and resource monitoring 3. Cost optimization strategies
Topic 5: Account and Security Administration	30%	- Account configuration and management 1. Cost management and billing 2. Organization and account structures 3. Edition and feature configuration - Access control and security 1. User and privilege management 2. Authentication and network policies 3. Data security and masking policies 4. Role-based access control (RBAC) design

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q13-Q18):

NEW QUESTION # 13
A Snowflake customer is experiencing higher costs than anticipated while migrating their data warehouse workloads from on-premises to Snowflake. The migration workloads have been deployed on a single warehouse and are characterized by a large number of small INSERTS rather than bulk loading of large extracts. That single warehouse has been configured as a single cluster, 2XL because there are many parallel INSERTS that are scheduled during nightly loads.
How can the Administrator reduce the costs, while minimizing the overall load times, for migrating data warehouse history?

A. The INSERTS should be converted to several tables to avoid contention on large tables that slows down query processing.
B. The 2XL warehouse should be changed to 4XL to increase the number of threads available for parallel load queries.
C. There should be another 2XL warehouse deployed to handle a portion of the load queries.
D. The warehouse should be kept as a SMALL or XSMALL and configured as a multi-cluster warehouse to handle the parallel load queries.

Answer: D

Explanation:
For many small, parallel INSERTS, using a multi-cluster warehouse with smaller size (SMALL or XSMALL) allows more concurrent queries to run efficiently and reduces costs compared to a single large warehouse. This configuration improves concurrency without unnecessary compute expense.

NEW QUESTION # 14
What information is required from the Identity Provider (IdP) to enable federated authentication in Snowflake? (Choose two.)

A. IdP account details
B. SAML response format
C. IdP encryption key
D. URL endpoint for SAML requests
E. Authentication certificate

Answer: D,E

Explanation:
Federated authentication in Snowflake using SAML requires the Identity Provider's SAML endpoint URL so Snowflake can send authentication requests to the IdP during the login process.
Snowflake also requires the IdP's signing certificate to validate the authenticity and integrity of the SAML assertions returned by the Identity Provider during authentication.

NEW QUESTION # 15
What Snowflake capabilities are commonly used in rollback scenarios? (Choose two.)

A. SELECT SYSTEM$CANCEL_QUERY('problematic_query_id');
B. CREATE TABLE prd_table_bkp CLONE prd_table BEFORE (STATEMENT => 'problematic_query_id');
C. CREATE TABLE prd_table_bkp as SELECT * from table(result_scan('problematic_query_id'));
D. ALTER TABLE prd_table SWAP WITH prd_table_bkp;
E. Contact Snowflake Support to retrieve Fail-safe data.

Answer: B,D

Explanation:
Creating a clone of a table at a point in time before a problematic statement uses Snowflake Time Travel to restore the table’s previous state without copying data. This allows recovery of the table as it existed before the issue occurred.
Swapping tables enables a fast rollback by exchanging the original production table with the restored backup table. This operation is metadata-only and allows immediate restoration of the previous version of the data with minimal downtime.

NEW QUESTION # 16
What is a characteristic of Snowflake's transaction locking and concurrency modeling?

A. Transaction locking in Snowflake is enforced exclusively at the row and table levels.
B. A deadlock cannot occur in Snowflake, since concurrently executed queries and DML statements do not block one another.
C. Queries executed within a given transaction see that transaction's uncommitted changes.
D. If two queries are concurrently executed against the same table, one of the two queries will be blocked until the other query completes.

Answer: B

Explanation:
Snowflake uses multi-version concurrency control (MVCC), which allows queries and DML statements to operate without blocking each other. This architecture eliminates the possibility of deadlocks because transactions work on snapshots of data rather than locking rows or tables in ways that could cause contention.

NEW QUESTION # 17
Which type of listing in the Snowflake Marketplace can be added and queried immediately?

A. Regional listing
B. Personalized listing
C. Standard listing
D. Monetized listing

Answer: C

Explanation:
A standard listing in the Snowflake Marketplace can be immediately added to an account and queried without requiring provider approval or additional setup.

NEW QUESTION # 18
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