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Zorluk: KolayAuto-scaling and Capacity Planning

An enterprise team is preparing to launch a high-throughput data processing application on Google Compute Engine that requires hundreds of new VM instances in a specific region. To ensure the automated scaling policies will execute reliably without running into infrastructure restriction failures during peak demand, which capacity planning action should the Cloud Architect perform prior to deployment?

  1. Verify regional resource limits and submit a request for regional Compute Engine quota increases in advance.Cevap
  2. B
    Rely on default project limits and request quota extensions only after instance creation errors occur in production.
  3. C
    Configure the Managed Instance Group autoscaling policy to monitor only average CPU utilization for batch memory workloads.
  4. D
    Deploy a multi-zonal Google Kubernetes Engine (GKE) cluster to handle simple stateless virtual machine capacity.

Cevap

Verify regional resource limits and submit a request for regional Compute Engine quota increases in advance.
Proactive quota management is a fundamental requirement of capacity planning in Google Cloud. Verifying and requesting necessary regional resource quota increases in advance guarantees that Managed Instance Groups and autoscalers can provision required instances without hitting API or quota caps during peak scaling events.

Adım Adım Çözüm

1
Assess workload scaling ceiling
Identify peak instance counts needed during traffic bursts.
Capacity planning requires knowing the maximum potential resource footprint.
2
Check project quotas
Compare required instance/CPU counts against existing Google Cloud regional quotas.
Exceeding project limits prevents Managed Instance Groups from provisioning additional VMs.
3
Request quota adjustment
Submit quota increases ahead of peak demand events.
Proactive quota management guarantees infrastructure availability when auto-scaling triggers.

Anahtar Kavram

Proactive Quota Request and Capacity Planning
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Konular

Auto-scaling and Capacity Planning

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