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Snowflake ADA-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q20-Q25):

NEW QUESTION # 20
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.)

A. Have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload.
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. Increase the multi-cluster maximum to 20 or more clusters.
D. Increase the minimum number of clusters started in the multi-cluster configuration to 5.
E. Examine the complex queries and determine if they can be made more efficient using clustering keys or materialized views.

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 # 21
What roles can be used to create network policies within Snowflake accounts? (Choose three.)

A. ACCOUNTADMIN
B. SECURITYADMIN
C. ORGADMIN
D. Any role with the global permission of CREATE NETWORK POLICY
E. SYSADMIN
F. Any role that owns the database where the network policy is created

Answer: A,B,C

Explanation:
SECURITYADMIN, ACCOUNTADMIN, and ORGADMIN roles can create network policies in Snowflake accounts. These roles have the necessary privileges to manage account-level security policies.

NEW QUESTION # 22
A Snowflake Administrator wants to create a virtual warehouse that supports several dashboards, issuing various queries on the same database.
For this warehouse, why should the Administrator consider setting AUTO_SUSPEND to 0 or NULL?

A. To keep the data cache warm to support good performance of similar queries
B. To save costs on warehouse shutdowns and startups for different queries
C. To keep the query result cache warm for good performance on repeated queries
D. To save costs by running the warehouse as little as possible

Answer: A

Explanation:
Setting AUTO_SUSPEND to 0 or NULL prevents the warehouse from suspending, which keeps the data cache warm. This improves performance for dashboards and workloads that frequently run similar queries, since the warehouse avoids cache loss from suspending and resuming.

NEW QUESTION # 23
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
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = false;
B. create or replace warehouse reporting_wh
warehouse_size = xxxlarge
auto_suspend = 60
auto_resume = true;
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 # 24
What SCIM integration types are supported in Snowflake? (Choose three.)

A. Azure Active Directory (Azure AD)
B. Duo Security Provisioning Connector
C. Custom
D. Amazon Web Services (AWS)
E. Google Cloud Platform (GCP)
F. Okta

Answer: A,C,F

Explanation:
Snowflake supports SCIM integrations with Okta, Azure Active Directory (Azure AD), and custom SCIM integrations. These allow automated provisioning and de-provisioning of users and roles. SCIM is not provided directly through AWS, GCP, or Duo.

NEW QUESTION # 25
......

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