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Exam AWS Certified Solutions Architect - Professional topic 1 question 25 discussion

Exam question from Amazon's AWS Certified Solutions Architect - Professional
Question #: 25
Topic #: 1
[All AWS Certified Solutions Architect - Professional Questions]

Your customer is willing to consolidate their log streams (access logs, application logs, security logs, etc.) in one single system. Once consolidated, the customer wants to analyze these logs in real time based on heuristics. From time to time, the customer needs to validate heuristics, which requires going back to data samples extracted from the last 12 hours.
What is the best approach to meet your customer's requirements?

  • A. Send all the log events to Amazon SQS, setup an Auto Scaling group of EC2 servers to consume the logs and apply the heuristics.
  • B. Send all the log events to Amazon Kinesis, develop a client process to apply heuristics on the logs
  • C. Configure Amazon CloudTrail to receive custom logs, use EMR to apply heuristics the logs
  • D. Setup an Auto Scaling group of EC2 syslogd servers, store the logs on S3, use EMR to apply heuristics on the logs
Show Suggested Answer Hide Answer
Suggested Answer: Records B 🗳️
The throughput of an Amazon Kinesis stream is designed to scale without limits via increasing the number of shards within a stream. However, there are certain limits you should keep in mind while using Amazon Kinesis Streams:
By default,
of a stream are accessible for up to 24 hours from the time they are added to the stream. You can raise this limit to up to 7 days by enabling extended data retention.

The maximum size of a -
data blob
(the data payload before Base64-encoding) within one record is 1 megabyte (MB).

Each -
shard
can support up to 1000 PUT records per second.
For more information about other API level limits, see

Amazon Kinesis Streams Limits -
.
by GeniusMikeLiu at Jan. 3, 2022, 3:26 p.m.
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JGOMEZ2886
Highly Voted 3 years, 3 months ago
Keyword "Near-real-time" answer is B
upvoted 6 times
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amministrazione
Most Recent 8 months, 3 weeks ago
B. Send all the log events to Amazon Kinesis, develop a client process to apply heuristics on the logs
upvoted 1 times
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SkyZeroZx
1 year, 10 months ago
Selected Answer: B
Kinesis is for Near real time streaming and data analysis.
upvoted 1 times
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SkyZeroZx
1 year, 11 months ago
Selected Answer: B
B; A Kinesis data stream stores records from 24 hours by default, up to 8760 hours (365 days). https://docs.aws.amazon.com/streams/latest/dev/kinesis-extended-retention.html Near Real time
upvoted 1 times
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FAB1975
2 years, 7 months ago
B; A Kinesis data stream stores records from 24 hours by default, up to 8760 hours (365 days). https://docs.aws.amazon.com/streams/latest/dev/kinesis-extended-retention.html Near Real time
upvoted 2 times
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skywalker
2 years, 8 months ago
B is my vote Amazon Kinesis allow storage of up to 1 year and allow data to be consolidated. https://aws.amazon.com/blogs/big-data/retaining-data-streams-up-to-one-year-with-amazon-kinesis-data-streams/
upvoted 1 times
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rochester
2 years, 8 months ago
Anser should be D. A, B, C does not address log storage option to back after 12 hours. Syslogd server can be used to capture incoming log data.
upvoted 1 times
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peddyua
3 years, 3 months ago
C is for API calls, ec2 doesn't make any sense most effective is Kinesis B
upvoted 1 times
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GeniusMikeLiu
3 years, 4 months ago
why B??
upvoted 1 times
Ni_yot
3 years, 3 months ago
Kinesis is for Near real time streaming and data analysis.
upvoted 3 times
...
...
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