🔥 40% Off Crucial Exams Memberships — This Week Only

3 days, 7 hours remaining!
Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

A retail company stores several years of analytics data in Amazon Redshift. The order-processing application writes live transactional data to an Amazon Aurora MySQL cluster. Data engineers need to let analysts run ad-hoc joins between the Aurora tables and Redshift fact tables with near-real-time results but minimal operational overhead and no recurring ETL jobs. Which solution meets these requirements?

  • Schedule nightly AWS Glue ETL jobs that export Aurora data to Amazon S3 in Parquet and COPY it into Redshift.

  • Use Amazon Redshift federated queries to create an external schema for the Aurora MySQL cluster and run joins directly from Redshift.

  • Enable Amazon Redshift Spectrum and register the Aurora tables as external tables through an AWS Glue JDBC crawler.

  • Set up AWS Database Migration Service (AWS DMS) to continuously replicate Aurora tables into a Redshift staging schema, then query the replicated data.

AWS Certified Data Engineer Associate DEA-C01
Data Store Management
Your Score:
Settings & Objectives
Random Mixed
Questions are selected randomly from all chosen topics, with a preference for those you haven’t seen before. You may see several questions from the same objective or domain in a row.
Rotate by Objective
Questions cycle through each objective or domain in turn, helping you avoid long streaks of questions from the same area. You may see some repeat questions, but the distribution will be more balanced across topics.

Check or uncheck an objective to set which questions you will receive.

Wipe Score
Bash, the Crucial Exams Chat Bot
AI Bot