Databricks Certified Data Engineer - Professional
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How would you design a performance test to identify and optimize bottlenecks in your Azure Databricks streaming data pipeline experiencing latency under peak data volumes?
A
Incrementally increasing the data volume in a development environment until performance issues arise
B
Analyzing historical performance data to predict potential bottlenecks without actual testing
C
Simulating peak loads using test data generated by Azure Load Testing and monitoring the pipeline with Azure Monitor
D
Only testing the individual components of the pipeline for latency, without considering end-to-end performance