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Exam AWS Certified Solutions Architect - Associate SAA-C02 topic 1 question 453 discussion

Exam question from Amazon's AWS Certified Solutions Architect - Associate SAA-C02
Question #: 453
Topic #: 1
[All AWS Certified Solutions Architect - Associate SAA-C02 Questions]

A company captures ordered clickstream data from multiple websites and uses batch processing to analyze the data. The company receives 100 million event records, all approximately 1 KB in size, each day. The company loads the data into Amazon Redshift each night, and business analysts consume the data.
The company wants to move toward near-real-time data processing for timely insights. The solution should process the streaming data while requiring the least possible operational overhead.
Which combination of AWS services will meet these requirements MOST cost-effectively? (Choose two.)

  • A. Amazon EC2
  • B. AWS Batch
  • C. Amazon Simple Queue Service (Amazon SQS)
  • D. Amazon Kinesis Data Firehose
  • E. Amazon Kinesis Data Analytics
Show Suggested Answer Hide Answer
Suggested Answer: DE 🗳️
by AnuhyaTech at May 31, 2021, 2 p.m.
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AnuhyaTech
Highly Voted 3 years, 8 months ago
Answer is D,E
upvoted 43 times
noahsark
3 years, 7 months ago
https://d1.awsstatic.com/Products/product-name/diagrams/product-page-diagram_Amazon-Kinesis_Evolve-from-batch-to-real-time-Analytics.d7ed76be304a30be5720fd159469f157e7c09ede.png
upvoted 6 times
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meeko86
Highly Voted 3 years, 7 months ago
Answer DE "Kinesis Data Firehose is the easiest way to load streaming data into data stores and analytics tools. It captures, transforms, and loads streaming data and you can deliver the data to “destinations” including Amazon S3 buckets for later analysis." "Amazon Kinesis Data Analytics is the easiest way to process and analyze real-time, streaming data. Kinesis Data Analytics can use standard SQL queries to process Kinesis data streams and can ingest data from Kinesis Streams and Kinesis Firehose."
upvoted 22 times
naveenagurjara
2 years, 11 months ago
But KDF cannot send streams to KDA...
upvoted 1 times
naveenagurjara
2 years, 11 months ago
My Bad, KDA can use KDF.. so DE correct
upvoted 1 times
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cloud_collector
Most Recent 2 years, 10 months ago
DE, check the "Evolve from batch to real-time analytics" https://aws.amazon.com/kinesis/
upvoted 1 times
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naveenagurjara
2 years, 11 months ago
Selected Answer: BD
Redshift is already an OLAP analytics..we dont need KDA.
upvoted 1 times
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GBAU
3 years ago
Selected Answer: DE
This solution offers queries of the data before the data is sent to persistent storage. Kinesis Data Firehose retains the records for a default time of 24 hours if a replay is needed. SQS has a queue quota that could overflow and data could be lost. Very similar question in the AWS official practice exam, the difference however is their question was about which is the fastest, not which is the most cost-effective. D&E was the answer provided for 'fastest', and this question does require near real time.
upvoted 3 times
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adsdadasdad
3 years, 4 months ago
Selected Answer: DE
its de for sure
upvoted 1 times
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jcesarguedes
3 years, 5 months ago
If these dumps are correct, then D, E and they will be wrong, because I have another dump I purchased that cites B and E as correct... complicated this
upvoted 1 times
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gargaditya
3 years, 6 months ago
I get D (real time streaming data +analytics +near real time+ Redshift/S3/ElasticSearch). But would that work in combination with E? Kinesis Data Analytics is sued to run SQL based queries ; I think Kinesis Data Stream would be a better option! KDS-->KDF-->Redshift
upvoted 2 times
gargaditya
3 years, 6 months ago
But how will KDF store data ,its to be loaded into Redshift at night? SQS is not a valid producer for KDF either? COnfused
upvoted 1 times
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mrun
3 years, 7 months ago
D, E. Not at all SQS (its Near real time)
upvoted 2 times
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yottabyte
3 years, 7 months ago
D, E -> loading to Redshift use Firehose. Analytics -> use kinesis analytics
upvoted 2 times
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Sikku1981
3 years, 7 months ago
I also believe it should be DE
upvoted 3 times
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spydii
3 years, 7 months ago
Que te fole un pez, Mierda! D
upvoted 3 times
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jealbave
3 years, 8 months ago
Respuesta D,E, no entiendo para que utilizaría una SQS
upvoted 4 times
CarlosSainz55
3 years, 7 months ago
Yo tambien me quedo con la D y la E. por cierto si te estas preparando la certificacion de Amazon, podriamos prepararla juntos quiero presentarme este mes
upvoted 2 times
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andriikor
3 years, 8 months ago
I dont like analytic qustions, but its D,E I guess
upvoted 7 times
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Gats
3 years, 8 months ago
D and E
upvoted 4 times
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Community vote distribution
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C (25%)
B (20%)
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