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Exam AWS Certified Data Analytics - Specialty topic 1 question 161 discussion

Exam question from Amazon's AWS Certified Data Analytics - Specialty
Question #: 161
Topic #: 1
[All AWS Certified Data Analytics - Specialty Questions]

A machinery company wants to collect data from sensors. A data analytics specialist needs to implement a solution that aggregates the data in near-real time and saves the data to a persistent data store. The data must be stored in nested JSON format and must be queried from the data store with a latency of single-digit milliseconds.
Which solution will meet these requirements?

  • A. Use Amazon Kinesis Data Streams to receive the data from the sensors. Use Amazon Kinesis Data Analytics to read the stream, aggregate the data, and send the data to an AWS Lambda function. Configure the Lambda function to store the data in Amazon DynamoDB.
  • B. Use Amazon Kinesis Data Firehose to receive the data from the sensors. Use Amazon Kinesis Data Analytics to aggregate the data. Use an AWS Lambda function to read the data from Kinesis Data Analytics and store the data in Amazon S3.
  • C. Use Amazon Kinesis Data Firehose to receive the data from the sensors. Use an AWS Lambda function to aggregate the data during capture. Store the data from Kinesis Data Firehose in Amazon DynamoDB.
  • D. Use Amazon Kinesis Data Firehose to receive the data from the sensors. Use an AWS Lambda function to aggregate the data during capture. Store the data in Amazon S3.
Show Suggested Answer Hide Answer
Suggested Answer: A 🗳️
by rb39 at April 21, 2022, 11:02 a.m.
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Teraxs
Highly Voted 3 years ago
Selected Answer: A
single-digit milliseconds --> DynamoDB Firehose cannot store directly to DynamoDB, Lambda can https://docs.aws.amazon.com/firehose/latest/dev/what-is-this-service.html
upvoted 11 times
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pk349
Most Recent 2 years ago
A: I passed the test
upvoted 2 times
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thirstylion
2 years, 1 month ago
Answer: B ; device --> PutRecord --> Firehose --> KDA --> Lambda -->S3. Kinesis data analytics can only write to lambda, data streams or firehose.
upvoted 2 times
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Merrick
2 years, 2 months ago
A over C - Lambda function not to aggregate but to store the data in Amazon DynamoDB.
upvoted 1 times
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Arjun777
2 years, 3 months ago
The answer is C - KDS cant directly connect to source ,, answer C is firehose - near real time and DyanmoDB to save nested json strcture with single digit millisecond requirmeent.
upvoted 1 times
VijayAmit
2 years, 2 months ago
Ans is A. Firehose can't write directly to DynamoDb
upvoted 3 times
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Kapil_KK
2 years, 4 months ago
Selected Answer: A
Answer is A
upvoted 1 times
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nadavw
2 years, 4 months ago
Selected Answer: A
A is The only answer which combines KDA (analytics) for aggregation and DynamoDB for single-digit latency. Lambda is the way to persist and not to compute. https://docs.aws.amazon.com/kinesisanalytics/latest/dev/how-it-works-output-lambda.html
upvoted 1 times
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rocky48
2 years, 9 months ago
Selected Answer: A
Answer - A
upvoted 1 times
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jealbave
2 years, 10 months ago
The answer is C, kinesis data streams is for realtime, it should be kinesis firehose
upvoted 1 times
Richie1217
2 years, 9 months ago
Firehose cannot store directly to DynamoDB
upvoted 4 times
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jrheen
3 years ago
Answer - A
upvoted 1 times
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AWSRanger
3 years ago
I vote for C
upvoted 3 times
CHRIS12722222
3 years ago
You need lambda
upvoted 1 times
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dushmantha
2 years, 9 months ago
Firehose cant send data to DynamoDB
upvoted 4 times
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rb39
3 years ago
Selected Answer: A
single-digit performance => DynamoDb. You need a lambda to store data to S3, Firehose doesn't store it natively
upvoted 3 times
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C (25%)
B (20%)
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