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

Section	Weight	Objectives
Topic 1: CI/CD Pipeline Development	26%	- Designing and implementing CI/CD pipelines 1. Setting up artifact management with Artifact Registry 2. Implementing build automation scripts 3. Configuring build caching strategies 4. Configuring build triggers and webhooks 5. Designing pipeline architecture (Cloud Build, Jenkins, GitLab CI, etc.) - CI/CD best practices 1. Configuring quality gates and code coverage 2. Implementing shift-left testing 3. Managing secrets in CI/CD pipelines - Containerization and Docker 1. Implementing container security best practices 2. Managing container registries 3. Creating optimized Docker images (multi-stage builds)
Topic 2: Microservices Architecture	14%	- Container orchestration with GKE 1. Designing Kubernetes cluster architectures 2. Configuring node pools and auto-scaling 3. Implementing workload deployment and scaling 4. Managing pod lifecycle and resource quotas - Service mesh and networking 1. Implementing Anthos Service Mesh / Istio 2. Implementing service-to-service authentication 3. Configuring traffic management and load balancing - API management 1. Implementing API versioning strategies 2. Exposing APIs with Cloud Endpoints / Apigee
Topic 3: Monitoring, Logging, and Debugging	12%	- Log management 1. Structuring logs for efficient querying 2. Implementing log-based metrics 3. Configuring log retention policies - Debugging and troubleshooting 1. Using Cloud Debugger and Error Reporting 2. Analyzing performance profiles with Cloud Profiler 3. Debugging with Cloud Trace distributed tracing - Cloud Operations Suite 1. Creating uptime checks and alerts 2. Implementing Cloud Logging with log sinks 3. Configuring Cloud Monitoring metrics
Topic 4: Cloud Infrastructure Automation	24%	- Configuration management 1. Using Ansible for configuration management 2. Managing secrets with Secret Manager 3. Implementing configuration drift detection - Infrastructure as Code (IaC) 1. Implementing with Terraform 2. Implementing immutable infrastructure patterns 3. Managing infrastructure modules and state - Deployment strategies 1. Rolling updates with Kubernetes 2. Canary releases and progressive rollouts 3. Feature flags with Firebase Remote Config or LaunchDarkly 4. Blue-green deployments
Topic 5: Reliability and Site Reliability Engineering (SRE)	24%	- Monitoring and observability 1. Configuring Cloud Monitoring and Logging 2. Setting up alerting policies and incident management 3. Creating dashboards for service health visibility 4. Implementing distributed tracing with Cloud Trace - Incident management 1. Implementing on-call procedures 2. Configuring automated incident response 3. Post-incident reviews and blameless postmortems - SLOs, SLIs, and SLAs 1. Setting appropriate Service Level Agreements 2. Error budget policies and management 3. Creating and interpreting Service Level Indicators 4. Defining and implementing Service Level Objectives

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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q44-Q49):

NEW QUESTION # 44
You support a trading application written in Python and hosted on App Engine flexible environment. You want to customize the error information being sent to Stackdriver Error Reporting. What should you do?

A. Install the Stackdriver Error Reporting library for Python, and then run your code on App Engine flexible environment.
B. Use the Stackdriver Error Reporting API to write errors from your application to ReportedErrorEvent, and then generate log entries with properly formatted error messages in Stackdriver Logging.
C. Install the Stackdriver Error Reporting library for Python, and then run your code on a Compute Engine VM.
D. Install the Stackdriver Error Reporting library for Python, and then run your code on Google Kubernetes Engine.

Answer: A

NEW QUESTION # 45
Your team is writing a postmortem after an incident on your external facing application Your team wants to improve the postmortem policy to include triggers that indicate whether an incident requires a postmortem Based on Site Reliability Engineenng (SRE) practices, what triggers should be defined in the postmortem policy?
Choose 2 answers

A. An internal stakeholder requests a postmortem
B. Data is lost due to an incident
C. The CD pipeline detects an issue and rolls back a problematic release.
D. An external stakeholder asks for a postmortem
E. The monitoring system detects that one of the instances for your application has failed

Answer: A,D

Explanation:
The best options for defining triggers that indicate whether an incident requires a postmortem based on Site Reliability Engineering (SRE) practices are an external stakeholder asks for a postmortem and data is lost due to an incident. An external stakeholder is someone who is affected by or has an interest in the service, such as a customer or a partner. If an external stakeholder asks for a postmortem, it means that they are concerned about the impact or root cause of the incident, and they expect an explanation and remediation from the service provider. Therefore, this should trigger a postmortem to address their concerns and improve their satisfaction. Data loss is a serious consequence of an incident that can affect the integrity and reliability of the service. If data is lost due to an incident, it means that there was a failure in the backup or recovery mechanisms, or that there was a corruption or deletion of data. Therefore, this should trigger a postmortem to investigate the cause and impact of the data loss, and to prevent it from happening again.

NEW QUESTION # 46
You use Spinnaker to deploy your application and have created a canary deployment stage in the pipeline. Your application has an in-memory cache that loads objects at start time. You want to automate the comparison of the canary version against the production version. How should you configure the canary analysis?

A. Compare the canary with the average performance of a sliding window of previous production versions.
B. Compare the canary with a new deployment of the current production version.
C. Compare the canary with the existing deployment of the current production version.
D. Compare the canary with a new deployment of the previous production version.

Answer: B

Explanation:
https://cloud.google.com/architecture/automated-canary-analysis-kubernetes-engine-spinnaker
https://spinnaker.io/guides/user/canary/best-practices/#compare-canary-against-baseline-not-against-production

NEW QUESTION # 47
Your organization stores all application logs from multiple Google Cloud projects in a central Cloud Logging project. Your security team wants to enforce a rule that each project team can only view their respective logs, and only the operations team can view all the logs. You need to design a solution that meets the security team's requirements, while minimizing costs. What should you do?

A. Grant each project team access to the project _ Default view in the central logging project. Grant logging viewer access to the operations team in the central logging project.
B. Export logs to BigQuery tables for each project team. Grant project teams access to their tables. Grant logs writer access to the operations team in the central logging project.
C. Create log views for each project team, and only show each project team their application logs. Grant the operations team access to the _ Al Il-jogs View in the central logging project.
D. Create Identity and Access Management (IAM) roles for each project team and restrict access to the _ Default log view in their individual Google Cloud project. Grant viewer access to the operations team in the central logging project.

Answer: C

NEW QUESTION # 48
You support an application running on GCP and want to configure SMS notifications to your team for the most critical alerts in Stackdriver Monitoring. You have already identified the alerting policies you want to configure this for. What should you do?

A. Download and configure a third-party integration between Stackdriver Monitoring and an SMS gateway. Ensure that your team members add their SMS/phone numbers to the external tool.
B. Select the Webhook notifications option for each alerting policy, and configure it to use a third-party integration tool. Ensure that your team members add their SMS/phone numbers to the external tool.
C. Ensure that your team members set their SMS/phone numbers in their Stackdriver Profile. Select the SMS notification option for each alerting policy and then select the appropriate SMS/phone numbers from the list.
D. Configure a Slack notification for each alerting policy. Set up a Slack-to-SMS integration to send SMS messages when Slack messages are received. Ensure that your team members add their SMS/phone numbers to the external integration.

Answer: D

NEW QUESTION # 49
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