A company has deployed a multi-tier web application on Google Cloud Platform (GCP) and wants to use Cloud Monitoring to analyze application performance data. They have decided to integrate Cloud Monitoring with BigQuery to perform more complex analysis on the collected metrics. Which of the following approaches is the most appropriate way to achieve this integration while ensuring a scalable, cost-effective solution?