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Exam AWS Certified Machine Learning - Specialty topic 1 question 334 discussion

Exam question from Amazon's AWS Certified Machine Learning - Specialty
Question #: 334
Topic #: 1
[All AWS Certified Machine Learning - Specialty Questions]

A cybersecurity company is collecting on-premises server logs, mobile app logs, and IoT sensor data. The company backs up the ingested data in an Amazon S3 bucket and sends the ingested data to Amazon OpenSearch Service for further analysis. Currently, the company has a custom ingestion pipeline that is running on Amazon EC2 instances. The company needs to implement a new serverless ingestion pipeline that can automatically scale to handle sudden changes in the data flow.

Which solution will meet these requirements MOST cost-effectively?

  • A. Create two Amazon Data Firehose delivery streams to send data to the S3 bucket and OpenSearch Service. Configure the data sources to send data to the delivery streams.
  • B. Create one Amazon Kinesis data stream. Create two Amazon Data Firehose delivery streams to send data to the S3 bucket and OpenSearch Service. Connect the delivery streams to the data stream. Configure the data sources to send data to the data stream.
  • C. Create one Amazon Data Firehose delivery stream to send data to OpenSearch Service. Configure the delivery stream to back up the raw data to the S3 bucket. Configure the data sources to send data to the delivery stream.
  • D. Create one Amazon Kinesis data stream. Create one Amazon Data Firehose delivery stream to send data to OpenSearch Service. Configure the delivery stream to back up the data to the S3 bucket. Connect the delivery stream to the data stream. Configure the data sources to send data to the data stream.
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Suggested Answer: C 🗳️
by GS_77 at Sept. 7, 2024, 1:15 p.m.
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2eb8df0
1 month, 2 weeks ago
Selected Answer: D
Firehose does stream directly BUT without Kinesis Data Streams we dont have buffering and scaling, which is a requirement of the problem
upvoted 2 times
ef12052
3 weeks, 5 days ago
scaling firehose can handle it
upvoted 1 times
...
...
ef12052
1 month, 2 weeks ago
Selected Answer: D
firehouse does not stream directly..
upvoted 1 times
...
587df71
4 months ago
Selected Answer: D
Need Amazon Kinesis to handle sudden changers in the data flow and good scaling. AWS firehouse does not have this capability
upvoted 1 times
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VerRi
6 months, 2 weeks ago
Selected Answer: C
C is more cost-effective
upvoted 1 times
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GS_77
7 months, 4 weeks ago
Selected Answer: C
C is the best option in this case.
upvoted 3 times
...
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