Google Professional Data Engineer Question 258
Select 3Google Cloud PlatformYour organization uses BigQuery for data analytics and has a monthly budget allocated for this purpose. You are tasked with monitoring the planned usage of BigQuery to ensure the budget is not exceeded. Which of the following approaches would help you monitor and control BigQuery usage effectively?
- A
Set up budgets and alerts in Google Cloud Billing to notify stakeholders when spending approaches defined thresholds.
- B
Enable the BigQuery Storage API and review the API usage logs daily for cost tracking.
- C
Use Cloud Monitoring to create custom metrics and dashboards that track BigQuery query costs and data processed.
- D
Configure BigQuery Reservations to allocate fixed processing capacity and control spending.
- E
Manually review the billing reports at the end of the month to assess if the budget was exceeded.
Show answer and explanation
Correct answers: A, C, D
Explanation
To monitor planned usage in BigQuery and ensure the budget is not exceeded, it is essential to implement proactive measures. Setting up budgets and alerts in Google Cloud Billing ensures notifications are sent before overspending occurs. Using Cloud Monitoring for custom dashboards provides visibility into query costs and resource utilization in real-time. Configuring BigQuery Reservations helps control spending by allocating a fixed capacity, preventing unexpected costs. Reactive approaches like reviewing billing reports at the end of the month or inefficient methods like manually reviewing API logs do not align with effective monitoring practices.
- A. Correct.
Setting up budgets and alerts in Google Cloud Billing is an essential step to proactively monitor and get notified when spending approaches or exceeds thresholds, making it an effective way to manage planned usage.
- B. Incorrect.
While enabling the BigQuery Storage API can provide access to advanced querying capabilities, reviewing API logs daily is not an efficient or scalable way to track overall cost or use in real-time.
- C. Correct.
Using Cloud Monitoring to create custom metrics and dashboards is a powerful method to visualize and monitor BigQuery query costs and data processed in near-real-time, helping to manage planned usage.
- D. Correct.
Configuring BigQuery Reservations allows you to allocate fixed processing capacity, which helps in controlling and predicting costs effectively, aligning with planned usage.
- E. Incorrect.
Manually reviewing billing reports at the end of the month is a reactive approach and does not help proactively monitor or control costs during the billing cycle.