Exam Details

  • Exam Code
    :PROFESSIONAL-CLOUD-DEVOPS-ENGINEER
  • Exam Name
    :Professional Cloud DevOps Engineer
  • Certification
    :Google Certifications
  • Vendor
    :Google
  • Total Questions
    :165 Q&As
  • Last Updated
    :May 22, 2025

Google Google Certifications PROFESSIONAL-CLOUD-DEVOPS-ENGINEER Questions & Answers

  • Question 51:

    You support a multi-region web service running on Google Kubernetes Engine (GKE) behind a Global HTTP/S Cloud Load Balancer (CLB). For legacy reasons, user requests first go through a third-party Content Delivery Network (CDN), which then routes traffic to the CLB. You have already implemented an availability Service Level Indicator (SLI) at the CLB level. However, you want to increase coverage in case of a potential load balancer misconfiguration, CDN failure, or other global networking catastrophe. Where should you measure this new SLI? (Choose two.)

    A. Your application servers' logs.

    B. Instrumentation coded directly in the client.

    C. Metrics exported from the application servers.

    D. GKE health checks for your application servers.

    E. A synthetic client that periodically sends simulated user requests.

  • Question 52:

    You support a high-traffic web application with a microservice architecture. The home page of the application displays multiple widgets containing content such as the current weather, stock prices, and news headlines. The main serving thread makes a call to a dedicated microservice for each widget and then lays out the homepage for the user. The microservices occasionally fail; when that happens, the serving thread serves the homepage with some missing content. Users of the application are unhappy if this degraded mode occurs too frequently, but they would rather have some content served instead of no content at all. You want to set a Service Level Objective (SLO) to ensure that the user experience does not degrade too much. What Service Level Indicator (SLI) should you use to measure this?

    A. A quality SLI: the ratio of non-degraded responses to total responses.

    B. An availability SLI: the ratio of healthy microservices to the total number of microservices.

    C. A freshness SLI: the proportion of widgets that have been updated within the last 10 minutes.

    D. A latency SLI: the ratio of microservice calls that complete in under 100 ms to the total number of microservice calls.

  • Question 53:

    You are responsible for creating and modifying the Terraform templates that define your Infrastructure. Because two new engineers will also be working on the same code, you need to define a process and adopt a tool that will prevent you from overwriting each other's code. You also want to ensure that you capture all updates in the latest version. What should you do?

    A. Store your code in a Git-based version control system. Establish a process that allows developers to merge their own changes at the end of each day. Package and upload code to a versioned Cloud Storage basket as the latest master version.

    B. Store your code in a Git-based version control system. Establish a process that includes code reviews by peers and unit testing to ensure integrity and functionality before integration of code. Establish a process where the fully integrated code in the repository becomes the latest master version.

    C. Store your code as text files in Google Drive in a defined folder structure that organizes the files. At the end of each day, confirm that all changes have been captured in the files within the folder structure. Rename the folder structure with a predefined naming convention that increments the version.

    D. Store your code as text files in Google Drive in a defined folder structure that organizes the files. At the end of each day, confirm that all changes have been captured in the files within the folder structure and create a new .zip archive with a predefined naming convention. Upload the .zip archive to a versioned Cloud Storage bucket and accept it as the latest version.

  • Question 54:

    You are running an experiment to see whether your users like a new feature of a web application. Shortly after deploying the feature as a canary release, you receive a spike in the number of 500 errors sent to users, and your monitoring reports show increased latency. You want to quickly minimize the negative impact on users. What should you do first?

    A. Roll back the experimental canary release.

    B. Start monitoring latency, traffic, errors, and saturation.

    C. Record data for the postmortem document of the incident.

    D. Trace the origin of 500 errors and the root cause of increased latency.

  • Question 55:

    You are part of an organization that follows SRE practices and principles. You are taking over the management of a new service from the Development Team, and you conduct a Production Readiness Review (PRR). After the PRR analysis phase, you determine that the service cannot currently meet its Service Level Objectives (SLOs). You want to ensure that the service can meet its SLOs in production. What should you do next?

    A. Adjust the SLO targets to be achievable by the service so you can bring it into production.

    B. Notify the development team that they will have to provide production support for the service.

    C. Identify recommended reliability improvements to the service to be completed before handover.

    D. Bring the service into production with no SLOs and build them when you have collected operational data.

  • Question 56:

    You need to run a business-critical workload on a fixed set of Compute Engine instances for several months. The workload is stable with the exact amount of resources allocated to it. You want to lower the costs for this workload without any performance implications. What should you do?

    A. Purchase Committed Use Discounts.

    B. Migrate the instances to a Managed Instance Group.

    C. Convert the instances to preemptible virtual machines.

    D. Create an Unmanaged Instance Group for the instances used to run the workload.

  • Question 57:

    You currently store the virtual machine (VM) utilization logs in Stackdriver. You need to provide an easy-to-share interactive VM utilization dashboard that is updated in real time and contains information aggregated on a quarterly basis. You want to use Google Cloud Platform solutions. What should you do?

    A. 1. Export VM utilization logs from Stackdriver to BigQuery.

    2.

    Create a dashboard in Data Studio.

    3.

    Share the dashboard with your stakeholders.

    B. 1. Export VM utilization logs from Stackdriver to Cloud Pub/Sub.

    2.

    From Cloud Pub/Sub, send the logs to a Security Information and Event Management (SIEM) system.

    3.

    Build the dashboards in the SIEM system and share with your stakeholders.

    C. 1. Export VM utilization logs from Stackdriver to BigQuery.

    2.

    From BigQuery, export the logs to a CSV file.

    3.

    Import the CSV file into Google Sheets.

    4.

    Build a dashboard in Google Sheets and share it with your stakeholders.

    D. 1. Export VM utilization logs from Stackdriver to a Cloud Storage bucket.

    2.

    Enable the Cloud Storage API to pull the logs programmatically.

    3.

    Build a custom data visualization application.

    4.

    Display the pulled logs in a custom dashboard.

  • Question 58:

    You are developing a strategy for monitoring your Google Cloud Platform (GCP) projects in production using Stackdriver Workspaces. One of the requirements is to be able to quickly identify and react to production environment issues without false alerts from development and staging projects. You want to ensure that you adhere to the principle of least privilege when providing relevant team members with access to Stackdriver Workspaces. What should you do?

    A. Grant relevant team members read access to all GCP production projects. Create Stackdriver workspaces inside each project.

    B. Grant relevant team members the Project Viewer IAM role on all GCP production projects. Create Stackdriver workspaces inside each project.

    C. Choose an existing GCP production project to host the monitoring workspace. Attach the production Projects to this workspace. Grant relevant team members read access to the Stackdriver Workspace.

    D. Create a new GCP monitoring project and create a Stackdriver Workspace inside it. Attach the production projects to this workspace. Grant relevant team members read access to the Stackdriver Workspace.

  • Question 59:

    Your application images are built wing Cloud Build and pushed to Google Container Registry (GCR). You want to be able to specify a particular version of your application for deployment based on the release version tagged in source control. What would you do when you push the image?

    A. Reference the image digest in the source control tag.

    B. Supply the source control tag as a parameter within the image name.

    C. Use Cloud Build to include the release version tag in the application image.

    D. Use GCR digest versioning to match the image to the tag in source control.

  • Question 60:

    You are on-call for an infrastructure service that has a large number of dependent systems. You receive an alert indicating that the service is failing to serve most of its requests and all of its dependent systems with hundreds of thousands of users are affected. As part of your Site Reliability Engineering (SRE) incident management protocol, you declare yourself Incident Commander (IC) and pull in two experienced people from your team as Operations Lead (OL) and Communications Lead (CL). What should you do next?

    A. Look for ways to mitigate user impact and deploy the mitigations to production.

    B. Contact the affected service owners and update them on the status of the incident.

    C. Establish a communication channel where incident responders and leads can communicate with each other.

    D. Start a postmortem, add incident information, circulate the draft internally, and ask internal stakeholders for input.

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