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| Section | Weight | Objectives |
|---|
| Microservices Architecture | 14% | - API management
- 1. Implementing API versioning strategies
- 2. Exposing APIs with Cloud Endpoints / Apigee
- 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. Configuring traffic management and load balancing
- 2. Implementing Anthos Service Mesh / Istio
- 3. Implementing service-to-service authentication
|
| 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. Managing infrastructure modules and state
- 3. Implementing immutable infrastructure patterns
- Deployment strategies
- 1. Feature flags with Firebase Remote Config or LaunchDarkly
- 2. Canary releases and progressive rollouts
- 3. Rolling updates with Kubernetes
- 4. Blue-green deployments
|
| CI/CD Pipeline Development | 26% | - 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. Implementing build automation scripts
- 5. Designing pipeline architecture (Cloud Build, Jenkins, GitLab CI, etc.)
- CI/CD best practices
- 1. Managing secrets in CI/CD pipelines
- 2. Configuring quality gates and code coverage
- 3. Implementing shift-left testing
- Containerization and Docker
- 1. Managing container registries
- 2. Implementing container security best practices
- 3. Creating optimized Docker images (multi-stage builds)
|
| Reliability and Site Reliability Engineering (SRE) | 24% | - 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
- Incident management
- 1. Configuring automated incident response
- 2. Implementing on-call procedures
- 3. Post-incident reviews and blameless postmortems
- SLOs, SLIs, and SLAs
- 1. Setting appropriate Service Level Agreements
- 2. Error budget policies and management
- 3. Defining and implementing Service Level Objectives
- 4. Creating and interpreting Service Level Indicators
|
| Monitoring, Logging, and Debugging | 12% | - Debugging and troubleshooting
- 1. Using Cloud Debugger and Error Reporting
- 2. Debugging with Cloud Trace distributed tracing
- 3. Analyzing performance profiles with Cloud Profiler
- Cloud Operations Suite
- 1. Configuring Cloud Monitoring metrics
- 2. Implementing Cloud Logging with log sinks
- 3. Creating uptime checks and alerts
- Log management
- 1. Implementing log-based metrics
- 2. Structuring logs for efficient querying
- 3. Configuring log retention policies
|
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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q126-Q131):
NEW QUESTION # 126
You are building the Cl/CD pipeline for an application deployed to Google Kubernetes Engine (GKE) The application is deployed by using a Kubernetes Deployment, Service, and Ingress The application team asked you to deploy the application by using the blue'green deployment methodology You need to implement the rollback actions What should you do?
- A. Scale the new Kubernetes Deployment to zero
- B. Delete the new container image, and delete the running Pods
- C. Update the Kubernetes Service to point to the previous Kubernetes Deployment
- D. Run the kubectl rollout undo command
Answer: C
Explanation:
The best option for implementing the rollback actions is to update the Kubernetes Service to point to the previous Kubernetes Deployment. A Kubernetes Service is a resource that defines how to access a set of Pods. A Kubernetes Deployment is a resource that manages the creation and update of Pods. By using the blue/green deployment methodology, you can create two Deployments, one for the current version (blue) and one for the new version (green), and use a Service to switch traffic between them. If you need to rollback, you can update the Service to point to the previous Deployment (blue) and stop sending traffic to the new Deployment (green).
NEW QUESTION # 127
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 the VPC as a Shared VPC Host project.
- B. Configure your network services on the Standard Tier.
- C. Configure a Google Cloud HTTP Load Balancer as Ingress.
- D. Configure your Kubernetes duster as a Private Cluster.
Answer: B
Explanation:
Explanation
The Standard Tier network service offers lower network costs than the Premium Tier. This is the correct option to reduce the network cost for the application3.
NEW QUESTION # 128
You are the Site Reliability Engineer responsible for managing your company's data services and products. You regularly navigate operational challenges, such as unpredictable data volume and high cost, with your company's data ingestion processes. You recently learned that a new data ingestion product will be developed in Google Cloud. You need to collaborate with the product development team to provide operational input on the new product. What should you do?
- A. Review the design of the product with the product development team to provide feedback early in the design phase.
- B. Deploy the prototype product in a test environment, run a load test, and share the results with the product development team.
- C. When the new product is used by at least one internal customer in production, share error logs and monitoring metrics with the product development team.
- D. When the initial product version passes the quality assurance phase and compliance assessments, deploy the product to a staging environment. Share error logs and performancemetrics with the product development team.
Answer: A
NEW QUESTION # 129
You support a high-traffic web application that runs on Google Cloud Platform (GCP). You need to measure application reliability from a user perspective without making any engineering changes to it. What should you do?
Choose 2 answers
- A. Use current and historic Request Logs to trace customer interaction with the application.
- B. Review current application metrics and add new ones as needed.
- C. Modify the code to capture additional information for user interaction.
- D. Analyze the web proxy logs only and capture response time of each request.
- E. Create new synthetic clients to simulate a user journey using the application.
Answer: A,E
Explanation:
Explanation
The most effective ways to measure application reliability from a user perspective without making any engineering changes are to create new synthetic clients to simulate a user journey using the application, and to use current and historic Request Logs to trace customer interaction with the application. These methods can help you monitor the availability, latency, and errors of your application from an end-user perspective .
NEW QUESTION # 130
You encounter a large number of outages in the production systems you support. You receive alerts for all the outages that wake you up at night. The alerts are due to unhealthy systems that are automatically restarted within a minute. You want to set up a process that would prevent staff burnout while following Site Reliability Engineering practices. What should you do?
- A. Distribute the alerts to engineers in different time zones.
- B. Redefine the related Service Level Objective so that the error budget is not exhausted.
- C. Create an incident report for each of the alerts.
- D. Eliminate unactionable alerts.
Answer: D
Explanation:
Eliminate bad monitoring : Unactionable alerts (i.e., spam)https://cloud.google.com/blog/products
/management-tools/meeting-reliability-challenges-with-sre-principles
agree with kyubiblaze about having to remove unactionable items aka spam: "good monitoring alerts on actionable problems" @https://cloud.google.com/blog/products/management-tools/meeting-reliability- challenges-with-sre-principles
NEW QUESTION # 131
......
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