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

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

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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q87-Q92):

NEW QUESTION # 87
You are creating and assigning action items in a postmodern for an outage. The outage is over, but you need to address the root causes. You want to ensure that your team handles the action items quickly and efficiently.
How should you assign owners and collaborators to action items?

A. Assign one owner for each action item and any necessary collaborators.
B. Assign multiple owners for each item to guarantee that the team addresses items quickly
C. Assign the team lead as the owner for all action items because they are in charge of the SRE team.
D. Assign collaborators but no individual owners to the items to keep the postmortem blameless.

Answer: A

Explanation:
https://devops.com/when-it-disaster-strikes-part-3-conducting-a-blameless-post-mortem/

NEW QUESTION # 88
Your organization recently adopted a container-based workflow for application development. Your team develops numerous applications that are deployed continuously through an automated build pipeline to a Kubernetes cluster in the production environment. The security auditor is concerned that developers or operators could circumvent automated testing and push code changes to production without approval. What should you do to enforce approvals?

A. Leverage Kubernetes Role-Based Access Control (RBAC) to restrict access to only approved users.
B. Use an Admission Controller to verify that incoming requests originate from approved sources.
C. Configure the build system with protected branches that require pull request approval.
D. Enable binary authorization inside the Kubernetes cluster and configure the build pipeline as an attestor.

Answer: D

Explanation:
Explanation
The keywords here is "developers or operators". Option A the operators could push images to production without approval (operators could touch the cluster directly and the cluster cannot do any action against them).
Rest same as francisco_guerra.

NEW QUESTION # 89
You are creating Cloud Logging sinks to export log entries from Cloud Logging to BigQuery for future analysis Your organization has a Google Cloud folder named Dev that contains development projects and a folder named Prod that contains production projects Log entries for development projects must be exported to dev_dataset. and log entries for production projects must be exported to prod_datasetYou need to minimize the number of log sinks created and you want to ensure that the log sinks apply to future projects What should you do?

A. Create an aggregated Iog sink in the Dev and Prod folders
B. Create a single aggregated log sink at the organization level.
C. Create a log sink in each project
D. Create two aggregated log sinks at the organization level, and filter by project ID

Answer: B

Explanation:
The best option for minimizing the number of log sinks created and ensuring that the log sinks apply to future projects is to create an aggregated log sink in the Dev and Prod folders. An aggregated log sink is a log sink that collects logs from multiple sources, such as projects, folders, or organizations. By creating an aggregated log sink in each folder, you can export log entries for development projects to dev_dataset and log entries for production projects to prod_dataset. You can also use filters to specify which logs you want to export.
Additionally, by creating an aggregated log sink at the folder level, you can ensure that the log sink applies to future projects that are created under that folder.

NEW QUESTION # 90
You are writing a postmortem for an incident that severely affected users. You want to prevent similar incidents in the future. Which two of the following sections should you include in the postmortem? (Choose two.)

A. A list of action items to prevent a recurrence of the incident
B. Your opinion of the incident's severity compared to past incidents
C. A list of employees responsible for causing the incident
D. An explanation of the root cause of the incident
E. Copies of the design documents for all the services impacted by the incident

Answer: C,D

NEW QUESTION # 91
Your company follows Site Reliability Engineering practices. You are the person in charge of Communications for a large, ongoing incident affecting your customer-facing applications. There is still no estimated time for a resolution of the outage. You are receiving emails from internal stakeholders who want updates on the outage, as well as emails from customers who want to know what is happening. You want to efficiently provide updates to everyone affected by the outage. What should you do?

A. Provide periodic updates to all stakeholders in a timely manner. Commit to a "next update" time in all communications.
B. Provide all internal stakeholder emails to the Incident Commander, and allow them to manage internal communications. Focus on providing responses directly to customers.
C. Focus on responding to internal stakeholders at least every 30 minutes. Commit to "next update" times.
D. Delegate the responding to internal stakeholder emails to another member of the Incident Response Team. Focus on providing responses directly to customers.

Answer: A

NEW QUESTION # 92
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