Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

A company stores its e-commerce transactions in an Amazon Aurora PostgreSQL database. Analysts run near-real-time reports from an existing Amazon Redshift RA3 cluster and must see the most recent transactional data without permanently loading the entire table into the data warehouse. The solution should require minimal operational overhead and avoid staging the data in Amazon S3. Which approach meets these requirements?

  • Configure Amazon Redshift federated queries to Aurora PostgreSQL and create a scheduled materialized view for frequently accessed reports.

  • Set up AWS Database Migration Service with ongoing replication to load the Aurora tables into Redshift staging tables every few minutes.

  • Export the Aurora data to Amazon S3 with AWS Glue jobs and query it from Redshift by using Spectrum external tables.

  • Create an AWS Glue Data Catalog table that uses a JDBC connection to Aurora and query it from Redshift Spectrum as an external table.

AWS Certified Data Engineer Associate DEA-C01
Data Store Management
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