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| Section | Weight | Objectives |
|---|
| Reliability and Site Reliability Engineering (SRE) | 24% | - Monitoring and observability
- 1. Setting up alerting policies and incident management
- 2. Implementing distributed tracing with Cloud Trace
- 3. Creating dashboards for service health visibility
- 4. Configuring Cloud Monitoring and Logging
- Incident management
- 1. Implementing on-call procedures
- 2. Configuring automated incident response
- 3. Post-incident reviews and blameless postmortems
- SLOs, SLIs, and SLAs
- 1. Error budget policies and management
- 2. Setting appropriate Service Level Agreements
- 3. Defining and implementing Service Level Objectives
- 4. Creating and interpreting Service Level Indicators
|
| Monitoring, Logging, and Debugging | 12% | - Log management
- 1. Configuring log retention policies
- 2. Structuring logs for efficient querying
- 3. Implementing log-based metrics
- Debugging and troubleshooting
- 1. Debugging with Cloud Trace distributed tracing
- 2. Using Cloud Debugger and Error Reporting
- 3. Analyzing performance profiles with Cloud Profiler
- Cloud Operations Suite
- 1. Creating uptime checks and alerts
- 2. Implementing Cloud Logging with log sinks
- 3. Configuring Cloud Monitoring metrics
|
| Microservices Architecture | 14% | - Service mesh and networking
- 1. Configuring traffic management and load balancing
- 2. Implementing Anthos Service Mesh / Istio
- 3. Implementing service-to-service authentication
- API management
- 1. Exposing APIs with Cloud Endpoints / Apigee
- 2. Implementing API versioning strategies
- Container orchestration with GKE
- 1. Managing pod lifecycle and resource quotas
- 2. Implementing workload deployment and scaling
- 3. Configuring node pools and auto-scaling
- 4. Designing Kubernetes cluster architectures
|
| CI/CD Pipeline Development | 26% | - 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. Creating optimized Docker images (multi-stage builds)
- 2. Managing container registries
- 3. Implementing container security best practices
- Designing and implementing CI/CD pipelines
- 1. Implementing build automation scripts
- 2. Configuring build caching strategies
- 3. Designing pipeline architecture (Cloud Build, Jenkins, GitLab CI, etc.)
- 4. Setting up artifact management with Artifact Registry
- 5. Configuring build triggers and webhooks
|
| Cloud Infrastructure Automation | 24% | - Configuration management
- 1. Managing secrets with Secret Manager
- 2. Using Ansible for configuration management
- 3. Implementing configuration drift detection
- Deployment strategies
- 1. Canary releases and progressive rollouts
- 2. Blue-green deployments
- 3. Feature flags with Firebase Remote Config or LaunchDarkly
- 4. Rolling updates with Kubernetes
- Infrastructure as Code (IaC)
- 1. Managing infrastructure modules and state
- 2. Implementing immutable infrastructure patterns
- 3. Implementing with Terraform
|
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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q19-Q24):
NEW QUESTION # 19
You use Cloud Build to build and deploy your application. You want to securely incorporate database credentials and other application secrets into the build pipeline. You also want to minimize the development effort. What should you do?
- A. Use client-side encryption to encrypt the secrets and store them in a Cloud Storage bucket. Store a decryption key in the bucket and grant Cloud Build access to the bucket.
- B. Create a Cloud Storage bucket and use the built-in encryption at rest. Store the secrets in the bucket and grant Cloud Build access to the bucket.
- C. Use Cloud Key Management Service (Cloud KMS) to encrypt the secrets and include them in your Cloud Build deployment configuration. Grant Cloud Build access to the KeyRing.
- D. Encrypt the secrets and store them in the application repository. Store a decryption key in a separate repository and grant Cloud Build access to the repository.
Answer: C
Explanation:
https://cloud.google.com/build/docs/securing-builds/use-encrypted-credentials
NEW QUESTION # 20
You support an application running on App Engine. The application is used globally and accessed from various device types. You want to know the number of connections. You are using Stackdriver Monitoring for App Engine. What metric should you use?
- A. tcp_ssl_proxy/new_connections
- B. flex/instance/connections/current
- C. tcp_ssl_proxy/open_connections
- D. flex/connections/current
Answer: D
Explanation:
Explanation
https://cloud.google.com/monitoring/api/metrics_gcp#gcp-appengine
NEW QUESTION # 21
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 # 22
You are deploying an application that needs to access sensitive information. You need to ensure that this information is encrypted and the risk of exposure is minimal if a breach occurs. What should you do?
- A. Store the encryption keys in Cloud Key Management Service (KMS) and rotate the keys frequently
- B. Integrate the application with a Single sign-on (SSO) system and do not expose secrets to the application
- C. Leverage a continuous build pipeline that produces multiple versions of the secret for each instance of the application.
- D. Inject the secret at the time of instance creation via an encrypted configuration management system.
Answer: A
Explanation:
https://cloud.google.com/security-key-management
NEW QUESTION # 23
You are managing an application that exposes an HTTP endpoint without using a load balancer. The latency of the HTTP responses is important for the user experience. You want to understand what HTTP latencies all of your users are experiencing. You use Stackdriver Monitoring. What should you do?
- A. * In your application, create a metric with a metricKind set to CUMULATIVE and a valueType set to DOUBLE.* In Stackdriver's Metrics Explorer, use a Line graph to visualize the metric.
- B. * In your application, create a metric with a metricKind. set toMETRlc_KIND_UNSPECIFIEDanda valueType set to INT64.* In Stackdriver's Metrics Explorer, use a Stacked Area graph to visualize the metric.
- C. * In your application, create a metric with a metricKind set to gauge and a valueType set to distribution.
* In Stackdriver's Metrics Explorer, use a Heatmap graph to visualize the metric. - D. * In your application, create a metric with a metricKind set to DELTA and a valueType set to DOUBLE.
* In Stackdriver's Metrics Explorer, use a Slacked Bar graph to visualize the metric.
Answer: C
Explanation:
https://sre.google/workbook/implementing-slos/
https://cloud.google.com/architecture/adopting-slos/
Latency is commonly measured as a distribution. Given a distribution, you can measure various percentiles.
For example, you might measure the number of requests that are slower than the historical 99th percentile.
NEW QUESTION # 24
......
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