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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Objectives
Topic 1: Data Protection and Recovery	- Backup and recovery mechanisms 1. Cloning and data recovery strategies 2. Time Travel and Fail-safe concepts
Topic 2: Data Loading and Unloading	- Bulk and continuous data ingestion 1. COPY INTO operations 2. Stages and file formats
Topic 3: Performance and Monitoring	- Performance tuning and optimization 1. Warehouse sizing and scaling strategies 2. Query performance analysis
Topic 4: Security and Access Control	- Authentication and authorization 1. Role-based access control (RBAC) 2. Network policies and secure access
Topic 5: Account and Resource Administration	- Account configuration and management 1. Users, roles, and permissions 2. Resource monitors and governance basics
Topic 6: Snowflake Architecture and Virtual Warehouses	- Snowflake architecture concepts 1. Separation of storage and compute 2. Virtual warehouse usage and scaling

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ADA-C02 Valid Exam Prep & ADA-C02 Testking Exam Questions

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q52-Q57):

NEW QUESTION # 52
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 = medium
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = true;
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 = xxxlarge
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = false;
D. create or replace warehouse reporting_wh
warehouse_size = medium
auto_suspend = 600
auto_resume = true;

Answer: A

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 # 53
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. If two queries are concurrently executed against the same table, one of the two queries will be blocked until the other query completes.
D. Queries executed within a given transaction see that transaction's uncommitted changes.

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 # 54
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. OPERATE
B. USAGE
C. MONITOR
D. OWNERSHIP
E. MODIFY

Answer: B,C

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 # 55
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. Increase the minimum number of clusters started in the multi-cluster configuration to 5.
B. Increase the multi-cluster maximum to 20 or more clusters.
C. 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.
D. Examine the complex queries and determine if they can be made more efficient using clustering keys or materialized views.
E. Have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload.

Answer: D,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 # 56
Which Snowflake objects can be managed using SCIM integration? (Choose two.)

A. Roles
B. Users
C. Warehouses
D. Stages
E. Shares

Answer: A,B

Explanation:
SCIM integration in Snowflake is used to manage users and roles for automated provisioning and de-provisioning from external identity providers.

NEW QUESTION # 57
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