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DEA-C01 · Question #87

DEA-C01 Question #87: Real Exam Question with Answer & Explanation

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Data Ingestion and Transformation

Question

A manufacturing company wants to collect data from sensors. A data engineer needs to implement a solution that ingests sensor data in near real time. The solution must store the data to a persistent data store. The solution must store the data in nested JSON format. The company must have the ability to query from the data store with a latency of less than 10 milliseconds. Which solution will meet these requirements with the LEAST operational overhead?

Options

  • AUse a self-hosted Apache Kafka cluster to capture the sensor data. Store the data in Amazon S3
  • BUse AWS Lambda to process the sensor data. Store the data in Amazon S3 for querying.
  • CUse Amazon Kinesis Data Streams to capture the sensor data. Store the data in Amazon
  • DUse Amazon Simple Queue Service (Amazon SQS) to buffer incoming sensor data. Use AWS

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Topics

#Near real-time ingestion#Serverless architecture#NoSQL databases#Operational efficiency
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