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Amazon BDS-C00 Exam - Topic 8 Question 72 Discussion

A clinical trial will rely on medical sensors to remotely assess patient health. Each physician who participates in the trial requires visual reports each morning. The reports are built from aggregations of all the sensor data taken each minute.What is the most cost-effective solution for creating this visualization each day?
D) Use an EMR cluster to aggregate the patient sensor data each right and provide Zeppelin notebooks that look at the new data residing on the cluster each morning
A) Use Kinesis Aggregators Library to generate reports for reviewing the patient sensor data and generate a QuickSight visualization on the new data each morning for the physician to review
B) Use a Transient EMR cluster that shuts down after use to aggregate the patient sensor data each night and generate a QuickSight visualization on the new data each morning for the physician to review
C) Use Spark streaming on EMR to aggregate the sensor data coming in every 15 minutes and generate a QuickSight visualization on the new data each morning for the physician to review

Amazon BDS-C00 Exam - Topic 8 Question 72 Discussion

Actual exam question for Amazon's BDS-C00 exam
Question #: 72
Topic #: 8
[All BDS-C00 Questions]

A clinical trial will rely on medical sensors to remotely assess patient health. Each physician who participates in the trial requires visual reports each morning. The reports are built from aggregations of all the sensor data taken each minute.

What is the most cost-effective solution for creating this visualization each day?

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Suggested Answer: D

by Adelina at Mar 20, 2023, 11:07 PM

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Winifred
7 months ago
A is great for real-time updates, but might be pricier in the long run.
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Kizzy
7 months ago
C sounds interesting, but can Spark really handle that volume efficiently?
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Lennie
7 months ago
Not sure about B, what if the cluster takes too long to spin up?
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Valentin
8 months ago
I agree, B is a smart choice for saving costs!
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Gilma
8 months ago
Option B seems the most cost-effective with the transient EMR cluster.
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Tiera
8 months ago
Zeppelin notebooks seem interesting, but I wonder if they would provide the same level of visualization as QuickSight.
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Dulce
8 months ago
I feel like Spark streaming could be overkill for this scenario. I’m not confident it’s the most efficient way to handle the data aggregation.
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Rebeca
8 months ago
I think the transient EMR cluster option sounds familiar from our practice questions. It might save costs since it shuts down after use.
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Edna
8 months ago
I remember we discussed Kinesis in class, but I'm not sure if it's the best choice for cost-effectiveness.
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Teddy
8 months ago
I vaguely remember something about Zeppelin notebooks, but I don't think they were mentioned as a cost-effective solution in our studies.
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Christene
8 months ago
I feel like Spark streaming is a bit overkill for this scenario, but it could be efficient if we need real-time data.
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Angella
8 months ago
I think using a transient EMR cluster sounds familiar from our practice questions, but I can't recall if it really saves costs compared to the others.
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Brinda
8 months ago
I remember we discussed Kinesis in class, but I'm not sure if it's the best option for cost-effectiveness.
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Shawnta
8 months ago
I'm a bit unsure about this one. I'll need to double-check my knowledge of the Systems Manager Live tools and their platform availability.
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Peggy
8 months ago
Okay, let me try to break this down. The key details are that it's a single permanent office providing strategic planning and portfolio support. I'm leaning towards option B, the Organization Portfolio Office, but I want to double-check the other options just to be sure.
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Merlyn
1 year ago
I hear the physicians are also going to need a fax machine to receive the reports. Gotta keep it old school!
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Janessa
1 year ago
Zeppelin notebooks on an EMR cluster? Sounds like a lot of setup for what should be a simple visualization task. I'll stick with the Kinesis option.
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Della
1 year ago
Spark streaming on EMR every 15 minutes? That's a lot of processing power for just daily reports. I'd go with something more lightweight like Option A.
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Eveline
1 year ago
I'm not sure about using a Transient EMR cluster for this. It could be a bit overkill and potentially more expensive than necessary.
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Pamella
11 months ago
D) Use an EMR cluster to aggregate the patient sensor data each right and provide Zeppelin notebooks that look at the new data residing on the cluster each morning
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Ena
12 months ago
C) Use Spark streaming on EMR to aggregate the sensor data coming in every 15 minutes and generate a QuickSight visualization on the new data each morning for the physician to review
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Milly
12 months ago
A) Use Kinesis Aggregators Library to generate reports for reviewing the patient sensor data and generate a QuickSight visualization on the new data each morning for the physician to review
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Emelda
1 year ago
Option A sounds like the most straightforward solution. Kinesis Aggregators Library seems like a reliable way to generate the daily reports for the physicians.
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Leah
12 months ago
Let's go with Option A then, it seems like the best choice for this clinical trial.
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Francesco
12 months ago
It's important to have a cost-effective and efficient solution for the daily visual reports.
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Felicidad
12 months ago
I agree, using Kinesis Aggregators Library seems reliable for generating the reports.
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Elvis
12 months ago
Option A sounds like the most straightforward solution.
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Elfrieda
1 year ago
Option C with Spark streaming on EMR every 15 minutes could provide more real-time data for the physicians to review.
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Loreta
1 year ago
I think Option B could also be a good choice, with a Transient EMR cluster to aggregate the data each night.
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Ronald
1 year ago
I agree, using Kinesis Aggregators Library with QuickSight visualization would streamline the process for the physicians.
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Nathan
1 year ago
Option A sounds like the most straightforward solution. Kinesis Aggregators Library seems like a reliable way to generate the daily reports for the physicians.
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Marion
1 year ago
I personally prefer option C. Spark streaming on EMR can provide real-time data aggregation for accurate visualization.
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Tammara
1 year ago
I disagree, I believe option B is more cost-effective. Using a Transient EMR cluster will save on resources.
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Chu
1 year ago
I think option A is the best choice. Using Kinesis Aggregators Library will help generate reports efficiently.
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