Professional-Data-Engineer Exam Dumps | A shipping company has live package-tracking data that is sent to an Apache Kafka stream in real time.

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Question 135/181

A shipping company has live package-tracking data that is sent to an Apache Kafka stream in real time. This is then loaded into BigQuery. Analysts in your company want to query the tracking data in BigQuery to analyze geospatial trends in the lifecycle of a package. The table was originally created with ingest-date partitioning. Over time, the query processing time has increased. You need to implement a change that would improve query performance in BigQuery. What should you do?

A. Re-create the table using data partitioning on the package delivery date.

B. Implement clustering in BigQuery on the ingest date column.

C. Tier older data onto Cloud Storage files, and leverage extended tables.

D. Implement clustering in BigQuery on the package-tracking ID column.

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