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Zorluk: Çok zorManaging Resource Quotas, Hierarchies, and Cost Optimization

An enterprise architecture team is designing governance and billing controls for a multi-project GCP organization running large-scale, intermittent batch processing workloads across multiple regions. The team needs to establish proactive quota management to prevent capacity exhaustion and implement automated cost controls without risking hard cut-offs of critical production data pipelines. Which TWO architectural actions should the Cloud Architect recommend?

  1. Set up Cloud Monitoring alerting policies based on regional quota allocation usage metrics to trigger notifications when utilization crosses defined thresholds prior to limit saturation.Cevap
  2. Export Cloud Billing data to BigQuery at the billing account level and configure Cloud Billing Budget Pub/Sub notifications to trigger automated Cloud Functions for alerting and soft remediation.Cevap
  3. C
    Grant primitive Owner and Billing Account Admin roles to pipeline service accounts so they can automatically bypass regional quota limits during high-throughput pipeline runs.
  4. D
    Purchase 3-year hardware-bound Committed Use Discounts covering 100% of peak capacity across all regions to minimize baseline compute spending for intermittent workloads.

Cevap

The Cloud Architect should recommend setting up Cloud Monitoring alerting policies based on quota allocation usage metrics and exporting Cloud Billing data to BigQuery with Budget Pub/Sub notifications triggering Cloud Functions.
Proactive quota governance requires monitoring usage metrics through Cloud Monitoring and creating alerts prior to saturation. For automated billing governance, exporting billing data to BigQuery provides deep visibility, and connecting Budget Pub/Sub notifications to Cloud Functions allows custom, non-disruptive remediation actions.

Adım Adım Çözüm

1
Evaluate proactive quota management requirements.
Identify that Cloud Monitoring provides metrics for quota allocation usage, allowing threshold alerting prior to hitting limits.
Quota increases require manual or automated request workflows and processing time, making proactive threshold alerts essential.
2
Evaluate cost governance and budget automation requirements.
Identify that billing export to BigQuery combined with Budget Pub/Sub notifications enables automated soft-remediation workflows.
Direct Pub/Sub budget notifications allow programmatic responses without hard-stopping production workloads.
3
Analyze distractors against GCP best practices.
Reject primitive role assignment (violates IAM least privilege and cannot override quotas) and 3-year CUDs for peak intermittent workloads (causes severe over-spending).
Security governance and FinOps principles require least privilege IAM and flexible commitments aligned with actual workload patterns.

Anahtar Kavram

Proactive Quota Alerting, BigQuery Billing Export, and Programmatic Budget Remediation
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Konular

Managing Resource Quotas, Hierarchies, and Cost Optimization