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| Section | Weight | Objectives |
|---|
| CI/CD Pipeline Development | 26% | - Containerization and Docker
- 1. Implementing container security best practices
- 2. Managing container registries
- 3. Creating optimized Docker images (multi-stage builds)
- Designing and implementing CI/CD pipelines
- 1. Configuring build caching strategies
- 2. Designing pipeline architecture (Cloud Build, Jenkins, GitLab CI, etc.)
- 3. Configuring build triggers and webhooks
- 4. Implementing build automation scripts
- 5. Setting up artifact management with Artifact Registry
- CI/CD best practices
- 1. Configuring quality gates and code coverage
- 2. Implementing shift-left testing
- 3. Managing secrets in CI/CD pipelines
|
| Monitoring, Logging, and Debugging | 12% | - Log management
- 1. Configuring log retention policies
- 2. Implementing log-based metrics
- 3. Structuring logs for efficient querying
- Debugging and troubleshooting
- 1. Debugging with Cloud Trace distributed tracing
- 2. Analyzing performance profiles with Cloud Profiler
- 3. Using Cloud Debugger and Error Reporting
- Cloud Operations Suite
- 1. Configuring Cloud Monitoring metrics
- 2. Implementing Cloud Logging with log sinks
- 3. Creating uptime checks and alerts
|
| Cloud Infrastructure Automation | 24% | - Deployment strategies
- 1. Canary releases and progressive rollouts
- 2. Blue-green deployments
- 3. Rolling updates with Kubernetes
- 4. Feature flags with Firebase Remote Config or LaunchDarkly
- Infrastructure as Code (IaC)
- 1. Implementing immutable infrastructure patterns
- 2. Managing infrastructure modules and state
- 3. Implementing with Terraform
- Configuration management
- 1. Using Ansible for configuration management
- 2. Implementing configuration drift detection
- 3. Managing secrets with Secret Manager
|
| Reliability and Site Reliability Engineering (SRE) | 24% | - 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
- Incident management
- 1. Configuring automated incident response
- 2. Post-incident reviews and blameless postmortems
- 3. Implementing on-call procedures
- Monitoring and observability
- 1. Setting up alerting policies and incident management
- 2. Configuring Cloud Monitoring and Logging
- 3. Creating dashboards for service health visibility
- 4. Implementing distributed tracing with Cloud Trace
|
| Microservices Architecture | 14% | - Container orchestration with GKE
- 1. Configuring node pools and auto-scaling
- 2. Implementing workload deployment and scaling
- 3. Designing Kubernetes cluster architectures
- 4. Managing pod lifecycle and resource quotas
- 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. Configuring traffic management and load balancing
- 3. Implementing service-to-service authentication
|
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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q197-Q202):
NEW QUESTION # 197
Your company runs applications in Google Kubernetes Engine (GKE). Several applications rely on ephemeral volumes. You noticed some applications were unstable due to the DiskPressure node condition on the worker nodes. You need to identify which Pods are causing the issue, but you do not have execute access to workloads and nodes. What should you do?
- A. Check the node/ephemeral_storage/used_bytes metric by using Metrics Explorer.
- B. Check the metric by using Metrics Explorer.
- C. Locate all the Pods with emptyDir volumes. Use the du -sh * command to measure volume disk usage.
- D. Locate all the Pods with emptyDir volumes. use the df-h command to measure volume disk usage.
Answer: A
Explanation:
Explanation
The correct answer is A. Check the node/ephemeral_storage/used_bytes metric by using Metrics Explorer.
The node/ephemeral_storage/used_bytes metric reports the total amount of ephemeral storage used by Pods on each node1. You can use Metrics Explorer to query and visualize this metric and filter it by node name, namespace, or Pod name2. This way, you can identify which Pods are consuming the most ephemeral storage and causing disk pressure on the nodes. You do not need to have execute access to the workloads or nodes to use Metrics Explorer.
The other options are incorrect because they require execute access to the workloads or nodes, which you do not have. The df -h and du -sh * commands are Linux commands that can measure disk usage, but you need to run them inside the Pods or on the nodes, which is not possible in your scenario34.
NEW QUESTION # 198
You are running an experiment to see whether your users like a new feature of a web application. Shortly after deploying the feature as a canary release, you receive a spike in the number of 500 errors sent to users, and your monitoring reports show increased latency. You want to quickly minimize the negative impact on users. What should you do first?
- A. Trace the origin of 500 errors and the root cause of increased latency.
- B. Start monitoring latency, traffic, errors, and saturation.
- C. Roll back the experimental canary release.
- D. Record data for the postmortem document of the incident.
Answer: B
NEW QUESTION # 199
You are deploying a Cloud Build job that deploys Terraform code when a Git branch is updated. While testing, you noticed that the job fails. You see the following error in the build logs:
Initializing the backend. ..
Error: Failed to get existing workspaces : querying Cloud Storage failed: googleapi : Error
403
You need to resolve the issue by following Google-recommended practices. What should you do?
- A. Grant the roles/ owner Identity and Access Management (IAM) role to the Cloud Build service account on the project.
- B. Change the Terraform code to use local state.
- C. Create a storage bucket with the name specified in the Terraform configuration.
- D. Grant the roles/ storage. objectAdmin Identity and Access Management (IAM) role to the Cloud Build service account on the state file bucket.
Answer: D
Explanation:
The correct answer is D. Grant the roles/storage.objectAdmin Identity and Access Management (IAM) role to the Cloud Build service account on the state file bucket.
According to the Google Cloud documentation, Cloud Build is a service that executes your builds on Google Cloud Platform infrastructure1. Cloud Build uses a service account to execute your build steps and access resources, such as Cloud Storage buckets2. Terraform is an open-source tool that allows you to define and provision infrastructure as code3. Terraform uses a state file to store and track the state of your infrastructure4. You can configure Terraform to use a Cloud Storage bucket as a backend to store and share the state file across multiple users or environments5.
The error message indicates that Cloud Build failed to access the Cloud Storage bucket that contains the Terraform state file. This is likely because the Cloud Build service account does not have the necessary permissions to read and write objects in the bucket. To resolve this issue, you need to grant the roles/storage.
objectAdmin IAM role to the Cloud Build service account on the state file bucket. This role allows the service account to create, delete, and manage objects in the bucket6. You can use the gcloud command-line tool or the Google Cloud Console to grant this role.
The other options are incorrect because they do not follow Google-recommended practices. Option A is incorrect because it changes the Terraform code to use local state, which is not recommended for production or collaborative environments, as it can cause conflicts, data loss, or inconsistency. Option B is incorrect because it creates a new storage bucket with the name specified in the Terraform configuration, but it does not grant any permissions to the Cloud Build service account on the new bucket. Option C is incorrect because it grants the roles/owner IAM role to the Cloud Build service account on the project, which is too broad and violates the principle of least privilege. The roles/owner role grants full access to all resources in the project, which can pose a security risk if misused or compromised.
NEW QUESTION # 200
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 your Kubernetes duster as a Private Cluster.
- B. Configure the VPC as a Shared VPC Host project.
- C. Configure your network services on the Standard Tier.
- D. Configure a Google Cloud HTTP Load Balancer as Ingress.
Answer: C
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 # 201
Your team is designing a new application for deployment both inside and outside Google Cloud Platform (GCP). You need to collect detailed metrics such as system resource utilization. You want to use centralized GCP services while minimizing the amount of work required to set up this collection system. What should you do?
- A. Import the Stackdriver Profiler package, and configure it to relay function timing data to Stackdriver for further analysis.
- B. Import the Stackdriver Debugger package, and configure the application to emit debug messages with timing information.
- C. Install an Application Performance Monitoring (APM) tool in both locations, and configure an export to a central data storage location for analysis.
- D. Instrument the code using a timing library, and publish the metrics via a health check endpoint that is scraped by Stackdriver.
Answer: A
Explanation:
Explanation
The easiest way to collect detailed metrics such as system resource utilization is to import the Stackdriver Profiler package, and configure it to relay function timing data to Stackdriver for further analysis. This way, you can use centralized GCP services without modifying your code or setting up additional tools.
NEW QUESTION # 202
......
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