New Year Sale Special Limited Time 65% Discount Offer - Ends in 0d 00h 00m 00s - Coupon code: ac4s65

A company processes 500 GB of audience and advertising data daily, storing CSV files in...

Amazon Web Services Data-Engineer-Associate Full Course Access
Amazon Web Services Data-Engineer-Associate View All Questions

A company processes 500 GB of audience and advertising data daily, storing CSV files in Amazon S3 with schemas registered in AWS Glue Data Catalog. They need to convert these files to Apache Parquet format and store them in an S3 bucket.

The solution requires a long-running workflow with 15 GiB memory capacity to process the data concurrently, followed by a correlation process that begins only after the first two processes complete.

A.

Use Amazon Managed Workflows for Apache Airflow (Amazon MWAA) to orchestrate the workflow by using AWS Glue. Configure AWS Glue to begin the third process after the first two processes have finished.

B.

Use Amazon EMR to run each process in the workflow. Create an Amazon Simple Queue Service (Amazon SQS) queue to handle messages that indicate the completion of the first two processes. Configure an AWS Lambda function to process the SQS queue by running the third process.

C.

Use AWS Glue workflows to run the first two processes in parallel. Ensure that the third process starts after the first two processes have finished.

D.

Use AWS Step Functions to orchestrate a workflow that uses multiple AWS Lambda functions. Ensure that the third process starts after the first two processes have finished.

Data-Engineer-Associate PDF/Engine
  • Printable Format
  • Value of Money
  • 100% Pass Assurance
  • Verified Answers
  • Researched by Industry Experts
  • Based on Real Exams Scenarios
  • 100% Real Questions
buy now Data-Engineer-Associate pdf
Get 65% Discount on All Products, Use Coupon: "ac4s65"
Next
A company stores petabytes of data in thousands of Amazon S3 buckets in the S3...
A company is using Amazon Redshift to build a data warehouse solution.
Previous