You Need to Run a Very Large Batch Data Processing

question 533

Multiple Choice

You need to run a very large batch data processing job one time per day. The source data exists entirely in S3, and the output of the processing job should also be written to S3 when finished. If you need to version control this processing job and all setup and teardown logic for the system, what approach should you use?

• A) Model an AWS EMR job in AWS Elastic Beanstalk.
• B) Model an AWS EMR job in AWS CloudFormation.
• C) Model an AWS EMR job in AWS OpsWorks.
• D) Model an AWS EMR job in AWS CLI Composer.

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Definitions:

Unconscious Motives

Internal drives and desires that influence behavior without an individual's conscious awareness.

Biopsychosocial Approach

This approach combines insights from biology, psychology, and socio-environmental influences to explore the intricacies of health and illness.

Reciprocal Determinism

A concept in psychology that asserts individual behavior, environment, and cognition influence each other in a cycle of interaction.

Social and Cultural Experiences

Experiences that are influenced by or related to the society and culture in which an individual lives or was raised.