Google Cloud Certified - Professional Cloud DevOps Engineer : Professional-Cloud-DevOps-Engineer

Exam Code: Professional-Cloud-DevOps-Engineer

Exam Name: Google Cloud Certified - Professional Cloud DevOps Engineer Exam

Updated: Oct 25, 2026

Q & A: 208 Questions and Answers

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About Google Cloud Certified - Professional Cloud DevOps Engineer : Professional-Cloud-DevOps-Engineer Exam

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The benefit of obtaining the Google Professional Cloud DevOps Engineer Exam Certification

  • Google Professional Cloud DevOps Engineer Certification is distinguished among competitors. Google Professional Cloud DevOps Engineer certification can give them an edge at that time easily when candidates appear for an employment interview, employers are very fascinated to note one thing that differentiates the individual from all other candidates.
  • Google Professional Cloud DevOps Engineer Certification provides practical experience to candidates from all the aspects to be a proficient worker in the organization.
  • Google Professional Cloud DevOps Engineer certification has more useful and relevant DevOps that help them in setting career goals for themselves. Google Professional Cloud DevOps Engineer DevOps provide them with the correct career guidance that non-certified generally are unable to get.
  • Google Professional Cloud DevOps Engineer Certifications provide opportunities to get a job easily in which they are interested in instead of wasting years and ending without getting any experience.
  • Professional Cloud DevOps Engineer exam test provide proven knowledge to use the tools to complete the task efficiently and cost-effectively than the other non-certified professionals lack in doing so.
  • Google Professional Cloud DevOps Engineer will be confident and stand different from others as their skills are more trained than non-certified professionals.

Google Professional Cloud DevOps Engineer Certification Path

The Google Professional Cloud DevOps Engineer Certification is the highest level of certification mainly focusing on the Solution Architect Professional. There is no prerequisite for this exam but still, it would be best to follow some sequence to prove immense knowledge as a Google Professional Cloud DevOps Engineer.

Reference: https://cloud.google.com/certification/cloud-devops-engineer

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Google Professional-Cloud-DevOps-Engineer Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building and implementing CI/CD pipelines25%- Implement and secure pipelines
  • 1. Automate build, test, and deployment stages
  • 2. Enforce security scanning and compliance checks
  • 3. Manage pipeline secrets and credentials
- Design CI/CD pipelines
  • 1. Plan pipelines for apps, infrastructure, ML workloads
  • 2. Integrate artifact management
  • 3. Support hybrid/multi-cloud deployment
- Optimize and maintain pipelines
  • 1. Improve speed and reliability
  • 2. Monitor pipeline performance
  • 3. Handle rollbacks and versioning
Topic 2: Implementing observability and troubleshooting20%- Troubleshoot complex issues
  • 1. Trace requests end-to-end
  • 2. Analyze performance and latency
  • 3. Isolate problems across layers
- Optimize observability strategy
  • 1. Scale monitoring for large environments
  • 2. Integrate observability into development
  • 3. Reduce noise and prioritize signals
- Build monitoring and logging systems
  • 1. Collect and analyze metrics, logs, traces
  • 2. Use Cloud Monitoring, Cloud Logging, Cloud Trace
  • 3. Create dashboards and alerts
Topic 3: Bootstrapping and maintaining a Google Cloud organization20%- Set up governance and compliance
  • 1. Manage resource quotas and limits
  • 2. Implement organization policies
  • 3. Configure audit logging and monitoring
- Manage configuration and deployment
  • 1. Automate resource provisioning
  • 2. Enforce consistency across environments
  • 3. Use Infrastructure as Code tools
- Design resource hierarchy
  • 1. Plan shared networking and connectivity
  • 2. Define IAM policies and access control
  • 3. Organize resources by project/folder/application
Topic 4: Applying site reliability engineering practices18%- Define reliability goals
  • 1. Align reliability with business needs
  • 2. Establish SLIs, SLOs, SLAs
  • 3. Use error budgets to balance change and stability
- Manage incidents and outages
  • 1. Implement improvements to prevent recurrence
  • 2. Perform postmortems and root cause analysis
  • 3. Detect and respond to issues quickly
- Design for resilience
  • 1. Test failure scenarios and recovery
  • 2. Plan redundancy and fault tolerance
  • 3. Automate remediation and self-healing
Topic 5: Optimizing performance and cost17%- Balance cost, performance, and reliability
  • 1. Make tradeoff decisions based on data
  • 2. Plan capacity and scaling
  • 3. Optimize over time
- Improve system performance
  • 1. Use caching and content delivery
  • 2. Optimize resource allocation
  • 3. Tune applications and infrastructure
- Apply FinOps practices
  • 1. Right-size resources and eliminate waste
  • 2. Monitor and analyze cloud costs
  • 3. Use spot instances and committed use discounts

Google Cloud Certified - Professional Cloud DevOps Engineer Sample Questions:

Question #1

Your company runs an e-commerce business. The application responsible for payment processing has structured JSON logging with the following schema:
Capture and access of logs from the payment processing application is mandatory for operations, but the jsonPayload.user_email field contains personally identifiable information (PII). Your security team does not want the entire engineering team to have access to PII. You need to stop exposing PII to the engineering team and restrict access to security team members only. What should you do?

  • A. Apply the conditional role binding resource.name.extract("locations/global/buckets/(bucket)/") ==
    "_Default" to the _Default bucket.
  • B. Modify the application to toggle inclusion of user_email when the log_user_email environment variable is set to true. Restrict the engineering team members who can change the production environment variable by using the CODEOWNERS file.
  • C. Apply a jsonPayload.user_email restricted field to the _Default bucket. Grant the Log Field Accessor role to the security team members.
  • D. Apply a jsonPayload.user_email exclusion filter to the _Default bucket.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for PrepAway members. You can sign-up / login (it's free).

Question #2

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 BigOuery.2. Create a dashboard in Data Studio.3.Share the dashboard with your stakeholders.
  • B. 1. Export VM utilization logs (rom 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.
  • C. 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.
  • D. 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.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #3

You support the backend of a mobile phone game that runs on a Google Kubernetes Engine (GKE) cluster.
The application is serving HTTP requests from users. You need to implement a solution that will reduce the network cost. What should you do?

  • A. Configure a Google Cloud HTTP Load Balancer as Ingress.
  • B. Configure your Kubernetes duster as a Private Cluster.
  • C. Configure the VPC as a Shared VPC Host project.
  • D. Configure your network services on the Standard Tier.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for PrepAway members. You can sign-up / login (it's free).

Question #4

Your team has recently deployed an NGINX-based application into Google Kubernetes Engine (GKE) and has exposed it to the public via an HTTP Google Cloud Load Balancer (GCLB) ingress. You want to scale the deployment of the application's frontend using an appropriate Service Level Indicator (SLI). What should you do?

  • A. Install the Stackdriver custom metrics adapter and configure a horizontal pod autoscaler to use the number of requests provided by the GCLB.
  • B. Expose the NGINX stats endpoint and configure the horizontal pod autoscaler to use the request metrics exposed by the NGINX deployment.
  • C. Configure the vertical pod autoscaler in GKE and enable the cluster autoscaler to scale the cluster as pods expand.
  • D. Configure the horizontal pod autoscaler to use the average response time from the Liveness and Readiness probes.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for PrepAway members. You can sign-up / login (it's free).

Question #5

You are managing an MLOps platform on a Google Kubernetes Engine (GKE) cluster that serves two teams:
* The Research team runs hundreds of small, daily experiments that can run as capacity allows and are highly cost-sensitive.
* The Production team must retrain the company's main language model every Friday at 10:00 PM. This job is business-critical, cannot be interrupted, and must start on time.
You need to configure the modes for Dynamic Workload Scheduler to meet each team's requirements. What should you do?

  • A. Use Calendar mode for both the Research and Production teams.
  • B. Use Flex Start mode for both the Research and Production teams.
  • C. Use Flex Start mode for the Research team and Calendar mode for the Production team.
  • D. Use Calendar mode for the Research team and Flex Start mode for the Production team.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for PrepAway members. You can sign-up / login (it's free).

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