A Company Needs to Ingest Terabytes of Data Each Hour

question 22

Multiple Choice

A company needs to ingest terabytes of data each hour from thousands of sources that are delivered almost continually throughout the day. The volume of messages generated varies over the course of the day. Messages must be delivered in real time for fraud detection and live operational dashboards. Which approach will meet these requirements?

• A) Send the messages to an Amazon SQS queue, then process the messages by using a fleet of Amazon EC2 instances
• B) Use the Amazon S3 API to write messages to an S3 bucket, then process the messages by using Amazon Redshift
• C) Use AWS Data Pipeline to automate the movement and transformation of data
• D) Use Amazon Kinesis Data Streams with Kinesis Client Library to ingest and deliver messages

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Definitions:

Colonial War

A colonial war refers to a conflict between a colonial power and a native population, or between two colonial powers, typically over control of territories or resources.

Imperial Power

A nation or state that possesses great authority and control over other nations or territories, often through conquest or colonization.

Armed Conflict

refers to a dispute that involves the use of armed force between two or more parties, typically states or organized groups.

Autocratic Governments

Autocratic governments are characterized by a single authority or leader with absolute power, where decision-making is centralized and citizen participation is minimal or non-existent.