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Amazon Web Services AWS Certified Data Engineer - Associate (DEA-C01) Data-Engineer-Associate Question # 45 Topic 5 Discussion

Amazon Web Services AWS Certified Data Engineer - Associate (DEA-C01) Data-Engineer-Associate Question # 45 Topic 5 Discussion

Data-Engineer-Associate Exam Topic 5 Question 45 Discussion:
Question #: 45
Topic #: 5

A media company wants to build a real-time analytics pipeline to process customer activity events across the company ' s website and mobile app. The company wants to build a solution to ingest millions of events with minimum latency. The solution must be scalable and durable enough so that no data is lost.

Which solution will meet these requirements in the MOST cost-effective way?


A.

Set up an Amazon Kinesis Data Streams pipeline to ingest data, process the data by using AWS Lambda functions, and store the results in Amazon Redshift for analytics.


B.

Schedule an AWS Glue job to fetch user interaction logs every 10 minutes from Amazon S3. Configure the AWS Glue job to transform and store the data in Amazon Redshift for analytics.


C.

Configure Amazon S3 Event Notifications to invoke an AWS Lambda function to process every new interaction log file. Store the result in Amazon Redshift for analytics.


D.

Deploy an Amazon Managed Streaming for Apache Kafka (Amazon MSK) cluster. Use self-managed consumers to process and distribute data in real time. Integrate with Amazon Redshift for enhanced analytics.


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