ADA-C02 Study Materials & ADA-C02 Certification Training & ADA-C02 Best Questions

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Snowflake ADA-C02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Performance and Monitoring20%- Query performance optimization
- Clustering keys
- Query history and profiling
- Resource monitoring and management
Topic 2: Data Management20%- Database object management
- Data sharing and replication
- Data loading and unloading
- Time Travel and Fail-safe
Topic 3: Account Management and Security25%- Security and governance management
- Role-Based Access Control (RBAC)
- User management and authentication
- Account management and billing
Topic 4: Data Protection and Disaster Recovery15%- Snowflake Marketplace
- Data replication
- Backup and restore procedures
- Disaster recovery planning
Topic 5: Virtual Warehouses20%- Resource monitors
- Warehouse performance optimization
- Warehouse sizing and scaling
- Virtual warehouse creation and management

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q14-Q19):

NEW QUESTION # 14
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? (Choose two.)

Answer: A,E

Explanation:
The best way to handle the once-a-month complex workload is to use a separate, appropriately-sized warehouse dedicated to that workload and to optimize the complex queries with techniques like clustering keys or materialized views. These approaches resolve queueing and performance issues without overspending on always running more clusters.


NEW QUESTION # 15
What is required for stages, without credentials, to limit data exfiltration after a storage Integration and associated stages are created?

Answer: B

Explanation:
To prevent data exfiltration, Snowflake requires storage integrations for both stage creation and stage operations, ensuring that unmanaged external locations cannot be used. Additionally, setting PREVENT_UNLOAD_TO_INLINE_URL = true blocks unloading directly to unsecured inline URLs. This configuration enforces secure stage usage tied to storage integrations.


NEW QUESTION # 16
What are characteristics of data replication in Snowflake? (Choose three.)

Answer: A,B,D

Explanation:
Replication must be enabled on the primary account using ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS.
To refresh replicated data, ALTER DATABASE ... REFRESH is executed on the secondary database.
Databases created from shares can also be replicated.


NEW QUESTION # 17
An Administrator loads data into a staging table every day. Once loaded, users from several different departments perform transformations on the data and load it into different production tables.
How should the staging table be created and used to MINIMIZE storage costs and MAXIMIZE performance?

Answer: D

Explanation:
A transient table is best suited for staging because it avoids long-term storage costs by not maintaining Fail-safe and can have Time Travel retention set to 0 days. This minimizes storage costs while still providing performance comparable to permanent tables, making it the optimal choice for daily staging data.


NEW QUESTION # 18
What is a characteristic of Snowflake's transaction locking and concurrency modeling?

Answer: D

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 # 19
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