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Exam Topics

To achieve good results in the Google Professional Cloud DevOps Engineer certification exam, the candidates need to develop a comprehensive understanding of its domains. The detailed outline of the topics and subtopics covered in the test is available on the official platform. Their brief overview is provided below:

  • Application of Site Reliability Engineering Principles to Services

    This subject area measures the skills of the professionals in ensuring healthy collaboration for operations, including preventing burnout (for example, setting up automation procedures to prevent burnout) as well as fostering a learning culture & culture of blamelessness. Besides that, the candidates need to possess the expertise in managing the service life cycle as well as balancing the service change, velocity, and reliability.

  • Implementation of Strategies for Service Monitoring

    Here the applicants will be asked to show that they have the capacity to manage the Stackdriver Logging and Stackdriver Monitoring platforms. They should also know how to manage application logs as well as application metrics using Stackdriver Monitoring. Additionally, the individuals will require the competency in implementing logging & monitoring access control.

  • Optimization of Service Performance

    Within this module, the learners need to show that they are capable of optimizing resource utilization, including determining resource costs, defining resource utilization levels, developing a plan to optimize areas of the lowest utilization/greatest cost, managing preemptible Virtual Machines, considering network pricing, and so on. They must also possess the skills in debugging application code as well as determining service performance issues.

  • Management of Service Incidents

    To answer the questions related to this part of the certification test, the students need to have the skills in coordinating roles and implementing the channels of communication in the course of the service incident. In addition, they need to have an understanding of how to perform the analysis of incident symptoms affecting the users. The test takers should also know how to mitigate the impact of an incident on the users. Finally, they need to have the sufficient competency in resolving issues (for example, Cloud Build, Jenkins, etc.) and documenting an issue in the postmortem.

  • Building & Implementation of CI/CD Pipelines for Services

    The second topic focuses on the ability of the examinees to manage various development environments (for instance, staging, production, etc.), manage infrastructure as code, as well as manage configuration & secrets. Moreover, the test takers are required to demonstrate their proficiency in designing & implementing CI/CD pipelines, deploying CI/CD tooling, and securing the deployment pipeline.

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

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Domains Tested in Final Evaluation

The candidates who succeed in passing the Google Professional Cloud DevOps Engineer validation will add an international designation under their belt that helps them consolidate their position in the company and receive generous offers from their employers. So, if applicants want to differentiate themselves from other colleagues, they should demonstrate the following skills:

  • Identifying issues related to service performance and implementing solutions to optimize it;
  • Coordinating teams to identify and manage incidents related to service development.
  • Implementing and building CI/CD service pipelines;
  • Identifying the most effective principles related to site reliability engineering and applying them to a definite service;
  • Checking and implementing strategies related to service monitoring;

Test Structure

The candidates who want to take this Google exam will have two hours to answer all questions. Even though the vendor doesn’t give details on the total number of questions that the examinees will receive, they should be prepared to solve multiple-choice and multiple-answer inquiries. Besides, the test is delivered in the English language only. As for the registration fee, the test-takers will need to pay $200 to take it. Additional taxes may apply depending on the candidate’s profile and chosen delivery method. By and large, the applicants have two options to take the official exam. They can choose to take it online from any remote location that they prefer. If they choose this option, the candidates should read carefully what the testing requirements are. In case applicants prefer to be present in a classroom when they take the actual testing, then they can search for a test center that is closest to their location. Also, Google doesn’t have any prerequisites for the candidates to be eligible for the evaluation. Still, it recommends that the candidates for the Professional Cloud DevOps Engineer exam should have at least 3 years of experience in the industry including a minimum of one year of experience in managing and developing solutions on GCP.

Topics of Google Professional Cloud DevOps Engineer Exam

Candidates must know the exam topics before they start preparation because it will help them in hitting the core. Our Professional Cloud DevOps Engineer Dumps will include the following topics:

Applying site reliability engineering principles to a service

  • 1.2 Manage service life cycle:
  • Toil automation
  • Manage a service (e.g., introduce a new service, deploy it, maintain and retire it)
  • Define SLOs and understand SLAs
  • Construct feedback loops to decide what to build next
  • Agree to consequences of not meeting the error budget
  • Discover SLIs (availability, latency, etc.)
  • Balance change, velocity, and reliability of the service:

Building and implementing CI/CD pipelines for a service

  • Deployment to hybrid and multi-cloud environments with Anthos, Spinnaker, Kubernetes
  • CI/CD pipeline triggers with Cloud Source Repositories, Cloud Build GitHub App, Cloud Pub/Sub
  • Artifact versioning strategy with Cloud Build, Container Registry
  • Immutable artifacts with Container Registry
  • Deployment strategies with Cloud Build, Spinnaker
  • Design CI/CD pipelines:
  • Testing a new version with Spinnaker
  • Artifact repositories with Container Registry
  • Configure deployment processes (e.g., approval flows)

Implementing service monitoring strategies

  • Using basic vs. advanced logging filters
  • Sending application logs directly to Stackdriver API with Stackdriver Logging
  • Set ACL to allow metric writing for custom metrics with IAM, Stackdriver Monitoring
  • Set ACL to restrict export configuration with IAM, Stackdriver Logging
  • Collecting metrics from Compute Engine
  • Viewing logs in the GCP Console
  • Manage application logs:
  • Selecting the options for logging export
  • Collecting third-party and structured logs with Stackdriver Logging, Fluentd
  • Enabling VPC flow logs
  • Set ACL to restrict access to audit logs with IAM, Stackdriver Logging
  • Understanding the logging exclusion vs. logging export
  • Implementing a project-level / org-level export
  • Enabling data access logs (e.g., Cloud Audit Logs)
  • Use metric explorer for ad hoc metric analysis
  • Collecting logs from Compute Engine, GKE with Stackdriver Logging, Fluentd
  • Collecting GKE/Kubernetes metrics
  • Implementing logs-based metrics
  • Sending logs to an external logging platform
  • Viewing export logs in Cloud Storage and BigQuery

Optimizing service performance

  • Evaluate and understand user impact (Stackdriver Service Monitoring for App Engine, Istio)
  • Identify service performance issues:
  • Troubleshoot network issues (e.g., VPC flow logs, firewall logs, latency, view network details)
  • Troubleshoot issues with the image/OS
  • Manage preemptible VMs
  • Utilize Stackdriver to identify cloud resource utilization
  • Work with committed-use discounts
  • Interpret service mesh telemetry
  • Identify resource utilization levels
  • TCO considerations
  • Consider network pricing
  • identify resource costs
  • Utilize Stackdriver Trace/Profiler to profile performance characteristics
  • Develop a plan to optimize areas of greatest cost or lowest utilization

Managing service incidents

  • Avoid exhaustion/burnout
  • Scaling response team and delegation
  • Establish communications channels (email, IRC, Hangouts, Slack, phone, etc.)
  • Evaluate symptoms against probable causes; the rank probability of cause based on observed behavior
  • Record major changes in incident state (When mitigated? When all clear? etc.)
  • Rotate/hand over roles
  • Manage stakeholder relationships
  • Provide regular status updates, internal and external
  • Define roles (incident commander, communication lead, operations lead)
  • Identify probable causes of service failure
  • Identify alternatives to mitigate the issue
  • Perform an investigation to isolate the most likely actual cause
  • Coordinate roles and implement communication channels during a service incident:
  • Handle requests for impact assessment

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

SectionWeightObjectives
CI/CD Pipeline Development26%- Containerization and Docker
  • 1. Managing container registries
  • 2. Implementing container security best practices
  • 3. Creating optimized Docker images (multi-stage builds)
- 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. Implementing build automation scripts
  • 2. Configuring build triggers and webhooks
  • 3. Setting up artifact management with Artifact Registry
  • 4. Configuring build caching strategies
  • 5. Designing pipeline architecture (Cloud Build, Jenkins, GitLab CI, etc.)
Monitoring, Logging, and Debugging12%- Cloud Operations Suite
  • 1. Configuring Cloud Monitoring metrics
  • 2. Implementing Cloud Logging with log sinks
  • 3. Creating uptime checks and alerts
- Log management
  • 1. Configuring log retention policies
  • 2. Implementing log-based metrics
  • 3. Structuring logs for efficient querying
- Debugging and troubleshooting
  • 1. Using Cloud Debugger and Error Reporting
  • 2. Debugging with Cloud Trace distributed tracing
  • 3. Analyzing performance profiles with Cloud Profiler
Microservices Architecture14%- Container orchestration with GKE
  • 1. Designing Kubernetes cluster architectures
  • 2. Managing pod lifecycle and resource quotas
  • 3. Configuring node pools and auto-scaling
  • 4. Implementing workload deployment and scaling
- API management
  • 1. Implementing API versioning strategies
  • 2. Exposing APIs with Cloud Endpoints / Apigee
- Service mesh and networking
  • 1. Implementing Anthos Service Mesh / Istio
  • 2. Configuring traffic management and load balancing
  • 3. Implementing service-to-service authentication
Reliability and Site Reliability Engineering (SRE)24%- Monitoring and observability
  • 1. Implementing distributed tracing with Cloud Trace
  • 2. Creating dashboards for service health visibility
  • 3. Setting up alerting policies and incident management
  • 4. Configuring Cloud Monitoring and Logging
- Incident management
  • 1. Configuring automated incident response
  • 2. Post-incident reviews and blameless postmortems
  • 3. Implementing on-call procedures
- SLOs, SLIs, and SLAs
  • 1. Creating and interpreting Service Level Indicators
  • 2. Setting appropriate Service Level Agreements
  • 3. Error budget policies and management
  • 4. Defining and implementing Service Level Objectives
Cloud Infrastructure Automation24%- Infrastructure as Code (IaC)
  • 1. Managing infrastructure modules and state
  • 2. Implementing immutable infrastructure patterns
  • 3. Implementing with Terraform
- Configuration management
  • 1. Using Ansible for configuration management
  • 2. Implementing configuration drift detection
  • 3. Managing secrets with Secret Manager
- 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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