A Company Captures Ordered Clickstream Data from Multiple Websites and Uses

question 397

Multiple Choice

A company captures ordered clickstream data from multiple websites and uses batch processing to analyze the data. The company receives 100 million event records, all approximately 1 KB in size, each day. The company loads the data into Amazon Redshift each night, and business analysts consume the data. The company wants to move toward near-real-time data processing for timely insights. The solution should process the streaming data while requiring the least possible operational overhead. Which combination of AWS services will meet these requirements MOST cost-effectively? (Choose two.)

• A) Amazon EC2
• B) AWS Batch
• C) Amazon Simple Queue Service (Amazon SQS)
• D) Amazon Kinesis Data Firehose
• E) Amazon Kinesis Data Analytics

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Definitions:

Liquidity

A measure of how easily assets can be converted into cash without significant loss in value.

Working Capital

This refers to the amount by which current assets exceed current liabilities, indicating the liquidity available to a business for day-to-day operations.

Current Liabilities

Short-term financial obligations that are due within one year or within the normal operating cycle of a business.

Current Assets

Resources anticipated to be transformed into cash, sold, or utilized within a year or during the standard operational cycle of the company.