Google Cloud Digital Leader 2025 – 400 Free Practice Questions to Pass the Exam

The Operations Suite, formerly known as Stackdriver, is the correct choice for large-scale application monitoring on Google Cloud. It provides a comprehensive set of tools for monitoring, logging, and managing services across cloud environments. The suite includes features like uptime monitoring, error reporting, tracing, and various other metrics that help developers and operators track application performance and health on a large scale. The integrated approach enables users to have visibility across multiple services and platforms, making it easier to diagnose issues and optimize application performance.

The other services, while valuable in their own right, serve different purposes. Cloud Trace focuses specifically on monitoring the performance of applications by analyzing latency data for requests, rather than providing a holistic view of application health. BigQuery is a powerful data warehouse service for analyzing large datasets, but it does not inherently provide monitoring capabilities for applications. Dataflow is a service for stream and batch data processing, which is essential for processing and integrating data but does not cater directly to application monitoring needs. Therefore, for large-scale application monitoring, Operations Suite is the most appropriate and comprehensive service.