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Snowflake ADA-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q24-Q29):

NEW QUESTION # 24
A large international company with many operating regions requires data to be shared bi-directionally among all offices (head office to regional offices and regional offices among themselves). This company is a Snowflake account holder with European operations deployed in Microsoft Azure (single region) while North American regional offices are using AWS (single region) as their deployment cloud. This setup is required to comply with Personal Identifiable Information (PII) regulations in some of the European countries. The corporate head office is in Europe.
How can this data be shared bi-directionally, while MINIMIZING costs?

A. Use the PUT command to move files to an Amazon S3 bucket and Azure Blobs, and use an external file management application to move files within the corporate VPC.
B. Use bi-directional data sharing among offices in the same region and replication among offices across the continents.
C. Use data replication everywhere to reduce costs associated with same-region sharing.
D. Move all the Snowflake accounts to a single region, and implement data sharing.

Answer: B

Explanation:
Direct data sharing is the most cost-efficient method when accounts are in the same region and cloud. For cross-continent or cross-cloud sharing, Snowflake requires replication. Combining both - data sharing within the same region and replication across continents - ensures compliance, minimizes costs, and enables bi-directional sharing.

NEW QUESTION # 25
MY_TABLE is a table that has not been updated or modified for several days. On 01 January 2021 at 07:01, a user executed a query to update this table. The query ID is '8e5d0ca9-005e-44e6-b858-a8f5b37c5726'. It is now 07:30 on the same day.
Which queries will allow the user to view the historical data that was in the table before this query was executed? (Choose three.)

A. SELECT * FROM my_table PRIOR TO STATEMENT '8e5d0ca9-005e-44e6-b858-a8f5b37c5726';
B. SELECT * FROM my_table AT(OFFSET => -60*30);
C. SELECT * FROM my_table AT(TIMESTAMP => '2021-01-01 07:00:00'::timestamp);
D. SELECT * FROM TIME_TRAVEL('MY_TABLE', 2021-01-01 07:00:00);
E. SELECT * FROM my_table BEFORE(STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
F. SELECT * FROM my_table WITH TIME TRAVEL(OFFSET => -60*30);

Answer: B,C,E

Explanation:
Use Time Travel to view past table versions: (B) selects the table "as of" 07:00 via AT(TIMESTAMP => ...); (E) selects "as of" 30 minutes earlier via AT(OFFSET => -60*30); (F) selects the state before the specified statement via BEFORE(STATEMENT => '<query_id>').

NEW QUESTION # 26
When does auto-suspend occur for a multi-cluster virtual warehouse?

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

Answer: A

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 # 27
An Administrator has a warehouse which is intended to have a credit quota set for 3000 for each calendar year. The Administrator needs to create a resource monitor that will perform the following tasks:
At 80% usage notify the account Administrators.
At 100% usage suspend the warehouse and notify the account Administrators.
At 120% stop all running executions, suspend the warehouse, and notify the account Administrators.
Which SQL command will meet these requirements?

A. create or replace resource monitor RM1 with credit_quota=3000
start_timestamp = '2022-01-01 00:00 CET'
triggers on 80 percent do notify
on 100 percent do notify and suspend
on 120 percent do notify and suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;
B. create or replace resource monitor RM1 with credit_quota=3000
frequency = yearly
triggers on 80 percent do notify
on 100 percent do suspend
on 120 percent do suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;
C. create or replace resource monitor RM1 with credit_quota=3000
start_timestamp = '2022-01-01 00:00 CET'
triggers on 80 percent do notify
on 100 percent do suspend
on 120 percent do suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;
D. create or replace resource monitor RM1 with credit_quota=3000
frequency = yearly
start_timestamp = '2022-01-01 00:00 CET'
triggers on 80 percent do notify
on 100 percent do suspend
on 120 percent do suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;

Answer: D

Explanation:
The requirement is to enforce a yearly quota of 3000 credits with notifications and suspensions at 80%, 100%, and 120%. The correct command must include frequency = yearly, and specify triggers: notify at 80%, suspend (and notify) at 100%, and suspend immediate (and notify) at 120%.

NEW QUESTION # 28
What are the MINIMUM grants required on the database, schema, and table for a stream to be properly created and managed?

A. Database: Usage
Schema: Usage
Table: Select, Create Stream
B. Database: Usage
Schema: Usage
Table: Select
C. Database: Usage, Create Stream
Schema: Usage
Table: Select
D. Database: Usage
Schema: Usage, Create Stream
Table: Select

Answer: D

Explanation:
Database: USAGE is required to access the database.
Schema: USAGE and CREATE STREAM are required to create streams in the schema.
Table: SELECT is needed so the stream can track changes on the table.

NEW QUESTION # 29
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