DAA-C01 Exam Dumps | You are investigating why a Snowflake data replication process between two regions is experiencing significant

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Question 54/151

You are investigating why a Snowflake data replication process between two regions is experiencing significant lag. You need to collect data to determine if the issue stems from network latency, insufficient warehouse resources in the target region, or data transformation bottlenecks. Select the data collection methods that will provide the MOST relevant insights.

A. Monitor the replication lag metrics (e.g., DATABASE REPLICATION_LAG, TABLE REPLICATION_LAG) exposed through Snowflake system functions and the web interface for both the source and target regions.

B. Run traceroute commands between the source and target regions to measure network latency.

C. Analyze the query history in the target region to identify slow-running transformation queries that might be bottlenecking the replication process.

D. Restart the data replication process.

E. Monitor the CPU utilization of the virtual machines running the Snowflake service in both regions.

Correct Answer: A,B,C

Options A, B, and C provide specific data points relevant to the identified potential causes. Monitoring replication lag metrics (A) directly quantifies the lag. Traceroute (B) measures network latency. Analyzing query history (C) identifies transformation bottlenecks. Restarting the process (D) might temporarily resolve the issue but doesn't address the root cause. Snowflake manages the underlying infrastructure; therefore, monitoring VM CPU utilization (E) is not something that a data analyst has access to or is needed for the diagnostic in this case. The Snowflake service runs and manages the queries.

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