A Company Receives Structured and Semi-Structured Data from Various Sources

question 556

Multiple Choice

A company receives structured and semi-structured data from various sources once every day. A solutions architect needs to design a solution that leverages big data processing frameworks. The data should be accessible using SQL queries and business intelligence tools. What should the solutions architect recommend to build the MOST high-performing solution?

• A) Use AWS Glue to process data and Amazon S3 to store data.
• B) Use Amazon EMR to process data and Amazon Redshift to store data.
• C) Use Amazon EC2 to process data and Amazon Elastic Block Store (Amazon EBS) to store data.
• D) Use Amazon Kinesis Data Analytics to process data and Amazon Elastic File System (Amazon EFS) to store data.

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Definitions:

Horizontal Axis

A graph's base line for plotting and reading values, typically representing time or categories.

Operating Leverage

Operating leverage refers to the degree to which a company can increase operating income by increasing sales, highlighting the impact of fixed versus variable costs.

Operating Income

The profit realized from a business's operational activities, calculated before interest and taxes.

Operating Leverage

A measure of how revenue growth translates into growth in operating income, indicating the degree to which a company can increase profit by increasing sales.