Google Exam Associate Cloud Engineer Topic 4 Question 83 Discussion

Actual exam question for Google's Associate Cloud Engineer exam

Question #: 83
Topic #: 4

[All Associate Cloud Engineer Questions]

You want to host your video encoding software on Compute Engine. Your user base is growing rapidly, and users need to be able 3 to encode their videos at any time without interruption or CPU limitations. You must ensure that your encoding solution is highly available, and you want to follow Google-recommended practices to automate operations. What should you do?

ADeploy your solution on multiple standalone Compute Engine instances, and increase the number of existing instances wnen CPU utilization on Cloud Monitoring reaches a certain threshold.

BDeploy your solution on multiple standalone Compute Engine instances, and replace existing instances with high-CPU
instances when CPU utilization on Cloud Monitoring reaches a certain threshold.

CDeploy your solution to an instance group, and increase the number of available instances whenever you see high CPU utilization in Cloud Monitoring.

DDeploy your solution to an instance group, and set the autoscaling based on CPU utilization.

Show Suggested Answer

Suggested Answer: D

Instance groups are collections of virtual machine (VM) instances that you can manage as a single entity. Instance groups can help you simplify the management of multiple instances, reduce operational costs, and improve the availability and performance of your applications. Instance groups support autoscaling, which automatically adds or removes instances from the group based on increases or decreases in load. Autoscaling helps your applications gracefully handle increases in traffic and reduces cost when the need for resources is lower. You can set the autoscaling policy based on CPU utilization, load balancing capacity, Cloud Monitoring metrics, or a queue-based workload. In this case, since the video encoding software is CPU-intensive, setting the autoscaling based on CPU utilization is the best option to ensure high availability and optimal performance.Reference:

Instance groups

Autoscaling groups of instances

by Peggy at May 19, 2024, 11:53 PM

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Matilda

6 months ago

Hold up, did someone say 'CPU utilization'? That's music to my ears! Option D is the one for me, no doubt about it.

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Lashaun

6 months ago

Definitely Option D. Why manually increase instances when you can let the autoscaler do the heavy lifting? Automate all the things!

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Kina

5 months ago

Absolutely, automation is key for scalability. Option D is the most efficient choice.

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Luisa

5 months ago

Automating operations with the autoscaler will ensure high availability for our encoding solution.

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Lezlie

5 months ago

I agree, Option D is the way to go. Let the autoscaler handle it.

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Cordie

6 months ago

Agreed! Automating operations with the autoscaler is much more efficient than manually increasing instances.

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Sommer

6 months ago

Option D is definitely the way to go. Let the autoscaler handle the scaling based on CPU utilization.

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Alishia

6 months ago

Autoscaling based on CPU utilization is definitely the most efficient option.

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Rhea

6 months ago

I agree, Option D is the way to go. Let the autoscaler handle the workload.

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Cory

7 months ago

I'd go with Option C. Instance groups make it easier to manage and scale your deployment, and you can tie it to Cloud Monitoring for automatic scaling. Sounds like a solid plan.

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Daniel

7 months ago

Option D all the way! Autoscaling is the way to go for a rapidly growing user base. Less manual intervention, more automation - that's what I like to see.

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Kasandra

6 months ago

D) Autoscaling simplifies the process of managing resources and ensures smooth operation during peak times.

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Erasmo

6 months ago

C) Absolutely, autoscaling helps in maintaining high availability and performance for users.

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Shenika

6 months ago

D) It's great to have a system that can automatically adjust to meet demand without manual intervention.

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Daniel

6 months ago

I agree, automation is key for scalability. Let the system handle the workload.

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Carin

6 months ago

C) Agreed, autoscaling based on CPU utilization ensures resources are allocated efficiently.

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Delbert

6 months ago

D) Autoscaling is definitely the way to go for scalability and automation.

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Anabel

6 months ago

Option D all the way! Autoscaling is the way to go for a rapidly growing user base.

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Brigette

7 months ago

C) Deploy your solution to an instance group, and increase the number of available instances whenever you see high CPU utilization in Cloud Monitoring.

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Wilda

7 months ago

D) Deploy your solution to an instance group, and set the autoscaling based on CPU utilization.

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