Amazon BDS-C00 Exam - Topic 8 Question 72 Discussion

Actual exam question for Amazon's BDS-C00 exam

Question #: 72
Topic #: 8

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?

AUse 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

BUse 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

CUse 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

DUse 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

Show Suggested Answer

Suggested Answer: D

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

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Winifred

4 months ago

A is great for real-time updates, but might be pricier in the long run.

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Kizzy

4 months ago

C sounds interesting, but can Spark really handle that volume efficiently?

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Lennie

4 months ago

Not sure about B, what if the cluster takes too long to spin up?

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Valentin

4 months ago

I agree, B is a smart choice for saving costs!

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Gilma

4 months ago

Option B seems the most cost-effective with the transient EMR cluster.

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Tiera

5 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

5 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

5 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

5 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

5 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

5 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

5 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

5 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

5 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

5 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

9 months 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

10 months 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

10 months 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

10 months 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

8 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

8 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

9 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

10 months 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

8 months ago

Let's go with Option A then, it seems like the best choice for this clinical trial.

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Francesco

8 months ago

It's important to have a cost-effective and efficient solution for the daily visual reports.

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Felicidad

8 months ago

I agree, using Kinesis Aggregators Library seems reliable for generating the reports.

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Elvis

9 months ago

Option A sounds like the most straightforward solution.

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Elfrieda

9 months 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

9 months 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

10 months ago

I agree, using Kinesis Aggregators Library with QuickSight visualization would streamline the process for the physicians.

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Nathan

10 months 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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