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Exam AWS Certified Solutions Architect - Associate SAA-C03 topic 1 question 888 discussion

Exam question from Amazon's AWS Certified Solutions Architect - Associate SAA-C03
Question #: 888
Topic #: 1
[All AWS Certified Solutions Architect - Associate SAA-C03 Questions]

An ecommerce company wants to collect user clickstream data from the company's website for real-time analysis. The website experiences fluctuating traffic patterns throughout the day. The company needs a scalable solution that can adapt to varying levels of traffic.

Which solution will meet these requirements?

  • A. Use a data stream in Amazon Kinesis Data Streams in on-demand mode to capture the clickstream data. Use AWS Lambda to process the data in real time.
  • B. Use Amazon Kinesis Data Firehose to capture the clickstream data. Use AWS Glue to process the data in real time.
  • C. Use Amazon Kinesis Video Streams to capture the clickstream data. Use AWS Glue to process the data in real time.
  • D. Use Amazon Managed Service for Apache Flink (previously known as Amazon Kinesis Data Analytics) to capture the clickstream data. Use AWS Lambda to process the data in real time.
Show Suggested Answer Hide Answer
Suggested Answer: A 🗳️
by sandordini at April 30, 2024, 5:23 p.m.
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bora4motion
2 months ago
Selected Answer: A
realtime - data streams, near real time - firehose. a is the correct answer.
upvoted 1 times
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LeonSauveterre
6 months ago
Selected Answer: A
A - Kinesis Data Streams in on-demand mode automatically scales based on traffic, making it an ideal choice for fluctuating traffic patterns. B - Kinesis Data Firehose is used for NEAR real-time data delivery. Also, AWS Glue is better suited for ETL and batch processing rather than real-time analysis. C - Kinesis Video Streams is designed for video or audio streaming data, not clickstream data. D - You can process data, but can't capture raw data first. Also, AWS Lambda provides real-time data processing without the need for managing infrastructure.
upvoted 1 times
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mk168898
8 months, 2 weeks ago
click stream => kinesis data streams
upvoted 2 times
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MatAlves
9 months, 2 weeks ago
B - C are out = Glue doesn't support real-time data processing. D - Why would you use Kinesis data ANALYTICS to ingest clickstream data instead of Amazon Kinesis DATA STREAM?
upvoted 2 times
Salilgen
6 months ago
https://docs.aws.amazon.com/glue/latest/dg/streaming-chapter.html
upvoted 1 times
tch
3 months, 4 weeks ago
this is AWS Glue Streaming... not AWS Glue
upvoted 1 times
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EdricHoang
1 year ago
Selected Answer: A
This one is very tricky, need to read the context carefully: "The company needs a scalable solution that can adapt to varying levels of traffic" -> Both Firehouse and Stream are scalable. But, Firehose is automatic where Stream is not. However, the question does NOT say it should be automatic and Glue is not support real-time analysis. Thats why go for A. B is very close to.
upvoted 3 times
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Scheldon
1 year, 1 month ago
Selected Answer: A
AnswerA Apache Flink (previously known as Amazon Kinesis Data Analytics) seems to not allowing sent data directly to Lambda... Glue is allowing to integrate data from couple of sources in to one. Hence I think A is correct answer https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html https://aws.amazon.com/kinesis/data-streams/features/?nc=sn&loc=2
upvoted 2 times
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f07ed8f
1 year, 1 month ago
Selected Answer: A
Seem AWS Glue does not support process data in real time. I vote for A
upvoted 2 times
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f07ed8f
1 year, 1 month ago
Selected Answer: B
Both Kinesis Data Streams and Firehose are scalable but Firehose offers automated scaling. I vote fore B
upvoted 1 times
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sandordini
1 year, 2 months ago
Selected Answer: A
I think Apache Flink (previously known as Amazon Kinesis Data Analytics) would also be fine, but as here it wants to combine it with Lambda, I would rather opt for Kinesis Data Streams + Lambda, so A, because of the figure on this page: https://aws.amazon.com/kinesis/
upvoted 4 times
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A (35%)
C (25%)
B (20%)
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