You have been asked to handle a large data migration from multiple Amazon RDS MySQL instances to a DynamoDB table. You have been given a short amount of time to complete the data migration. What will allow you to complete this complex data processing workflow?
A) Create an Amazon Kinesis data stream, pipe in all of the Amazon RDS data, and direct the data toward a DynamoDB table.
B) Write a script in your language of choice, install the script on an Amazon EC2 instance, and then use Auto Scaling groups to ensure that the latency of the migration pipelines never exceeds four seconds in any 15-minute period.
C) Write a bash script to run on your Amazon RDS instance that will export data into DynamoDB.
D) Create a data pipeline to export Amazon RDS data and import the data into DynamoDB.

Question

Quizplus · Accepted Answer

Creating a data pipeline is a structured and efficient way to handle complex data migrations, especially when dealing with large datasets from multiple sources like Amazon RDS to DynamoDB. It allows for automation, scheduling, and monitoring of the data transfer process.

You Have Been Asked to Handle a Large Data Migration