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| Section | Weight | Objectives |
|---|
| Topic 1: Integrating applications with Google Cloud services | 21% | - Integrating with data and storage services
- 1. Using object storage and file storage solutions
- 2. Working with relational, NoSQL, and in-memory databases
- 3. Implementing messaging and event streaming
- Consuming Google Cloud APIs and services
- 1. Enabling and managing APIs
- 2. Integrating with AI/ML and generative AI services
- 3. Using client libraries, REST, and gRPC
- Implementing application performance monitoring
- 1. Using operations suite tools
- 2. Instrumenting code for metrics and traces
|
| Topic 2: Designing highly scalable, secure, and reliable cloud-native applications | 32% | - Designing high-performing applications and APIs
- 1. Selecting appropriate compute and deployment platforms
- 2. Optimizing for latency and throughput
- 3. Designing for high availability and fault tolerance
- Designing for observability and monitoring
- 1. Designing for debugging and troubleshooting
- 2. Planning logging, metrics, and tracing strategies
- Designing secure applications
- 1. Implementing authentication and authorization mechanisms
- 2. Securing data in transit and at rest
- 3. Applying security best practices and compliance requirements
|
| Topic 3: Building and testing applications | 23% | - Building applications and containers
- 1. Implementing containerization best practices
- 2. Configuring build pipelines and provenance
- 3. Using Cloud Build and Artifact Registry
- Setting up development environments
- 1. Using Cloud SDK, Cloud Code, Cloud Shell, and Cloud Workstations
- 2. Emulating Google Cloud services locally
- Testing applications
- 1. Using AI-assisted development tools
- 2. Automating testing in CI/CD workflows
- 3. Writing unit, integration, and end-to-end tests
|
| Topic 4: Configuring cloud-native applications for deployment | 24% | - Deploying applications to Cloud Run
- 1. Integrating with event-driven services
- 2. Deploying from source code or containers
- 3. Configuring scaling, networking, and security
- Deploying to App Engine or Cloud Functions
- 1. Managing versions and traffic splitting
- 2. Configuring serverless deployments
- Deploying applications to Google Kubernetes Engine
- 1. Creating and managing workloads and services
- 2. Managing configurations and secrets
- 3. Configuring scaling, auto-scaling, and updates
|
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Google Certified Professional - Cloud Developer Sample Questions (Q26-Q31):
NEW QUESTION # 26
You have an application deployed in production. When a new version is deployed, you want to ensure that all production traffic is routed to the new version of your application. You also want to keep the previous version deployed so that you can revert to it if there is an issue with the new version.
Which deployment strategy should you use?
- A. Blue/green deployment
- B. Rolling deployment
- C. Recreate deployment
- D. Canary deployment
Answer: A
Explanation:
https://www.redhat.com/en/topics/devops/what-is-blue-green-deployment
NEW QUESTION # 27
Your team manages a Google Kubernetes Engine (GKE) cluster where an application is running.
A different team is planning to integrate with this application. Before they start the integration, you need to ensure that the other team cannot make changes to your application, but they can deploy the integration on GKE. What should you do?
- A. Using Identity and Access Management (IAM), grant the Viewer IAM role on the cluster project to the other team.
- B. Create a new namespace in the existing cluster. Using Kubernetes role-based access control (RBAC), grant the Admin role on the new namespace to the other team.
- C. Create a new namespace in the existing cluster. Using Identity and Access Management (IAM), grant the Editor role on the cluster project to the other team.
- D. Create a new GKE cluster. Using Identity and Access Management (IAM), grant the Editor role on the cluster project to the other team.
Answer: B
Explanation:
You define permissions within a Role or ClusterRole object. A Role defines access to resources within a single Namespace, while a ClusterRole defines access to resources in the entire cluster.
https://cloud.google.com/kubernetes-engine/docs/how-to/role-based-access-control
NEW QUESTION # 28
Your infrastructure team uses Terraform Cloud and manages Google Cloud resources by using Terraform configuration files. You want to configure an infrastructure as code pipeline that authenticates to Google Cloud APIs. You want to use the most secure approach and minimize changes to the configuration. How should you configure the authentication?
- A. Configure Terraform Cloud to use Workload Identity Federation to authenticate to the Google Cloud APIs.
- B. Use Terraform on GKE. Create a Kubernetes service account to execute the Terraform code. Use workload identity federation to authenticate as the Google service account.
- C. Install Terraform on a Compute Engine VM. Configure the VM by using a service account that has the required permissions to manage the Google Cloud resources.
- D. Create a service account that has the required permissions to manage the Google Cloud resources, and import the service account key to Terraform Cloud. Use this service account to authenticate to the Google Cloud APIs.
Answer: A
Explanation:
Workload identity federation is the most secure and recommended approach for authenticating to Google Cloud APIs without the need to manage long-lived service account keys. By configuring Terraform Cloud to use workload identity federation, you can securely authenticate to Google Cloud APIs without having to export and manage service account keys. This approach minimizes the risk associated with key management and adheres to best practices for secure, short-lived, token-based authentication.
NEW QUESTION # 29
You are deploying your application to a Compute Engine virtual machine instance with the Stackdriver Monitoring Agent installed. Your application is a unix process on the instance. You want to be alerted if the unix process has not run for at least 5 minutes. You are not able to change the application to generate metrics or logs.
Which alert condition should you configure?
- A. Process health
- B. Metric absence
- C. Uptime check
- D. Metric threshold
Answer: A
Explanation:
Reference:
https://cloud.google.com/monitoring/alerts/concepts-indepth
NEW QUESTION # 30
You are working on a social media application. You plan to add a feature that allows users to upload images. These images will be 2 MB - 1 GB in size. You want to minimize their infrastructure operations overhead for this feature. What should you do?
- A. Set up a web server on GCP to accept user images and create a file store to keep uploaded files. Change the application to retrieve images from the file store.
- B. Change the application to create signed URLs for Cloud Storage. Transfer these signed URLs to the client application to upload images to Cloud Storage.
- C. Create a separate bucket for each user in Cloud Storage. Assign a separate service account to allow write access on each bucket. Transfer service account credentials to the client application based on user information. The application uses this service account to upload images to Cloud Storage.
- D. Change the application to accept images directly and store them in the database that stores other user information.
Answer: B
Explanation:
Reference:
https://cloud.google.com/blog/products/storage-data-transfer/uploading-images-directly-to-cloud-storage-by-using-signed-url
NEW QUESTION # 31
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