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| Section | Weight | Objectives |
|---|
| Configuring cloud-native applications for deployment | 24% | - Deploying to App Engine or Cloud Functions
- 1. Configuring serverless deployments
- 2. Managing versions and traffic splitting
- Deploying applications to Google Kubernetes Engine
- 1. Configuring scaling, auto-scaling, and updates
- 2. Managing configurations and secrets
- 3. Creating and managing workloads and services
- Deploying applications to Cloud Run
- 1. Deploying from source code or containers
- 2. Integrating with event-driven services
- 3. Configuring scaling, networking, and security
|
| Building and testing applications | 23% | - Testing applications
- 1. Writing unit, integration, and end-to-end tests
- 2. Automating testing in CI/CD workflows
- 3. Using AI-assisted development tools
- Building applications and containers
- 1. Using Cloud Build and Artifact Registry
- 2. Implementing containerization best practices
- 3. Configuring build pipelines and provenance
- Setting up development environments
- 1. Emulating Google Cloud services locally
- 2. Using Cloud SDK, Cloud Code, Cloud Shell, and Cloud Workstations
|
| Integrating applications with Google Cloud services | 21% | - Integrating with data and storage services
- 1. Using object storage and file storage solutions
- 2. Implementing messaging and event streaming
- 3. Working with relational, NoSQL, and in-memory databases
- Consuming Google Cloud APIs and services
- 1. Integrating with AI/ML and generative AI services
- 2. Using client libraries, REST, and gRPC
- 3. Enabling and managing APIs
- Implementing application performance monitoring
- 1. Using operations suite tools
- 2. Instrumenting code for metrics and traces
|
| Designing highly scalable, secure, and reliable cloud-native applications | 32% | - Designing high-performing applications and APIs
- 1. Designing for high availability and fault tolerance
- 2. Selecting appropriate compute and deployment platforms
- 3. Optimizing for latency and throughput
- Designing for observability and monitoring
- 1. Planning logging, metrics, and tracing strategies
- 2. Designing for debugging and troubleshooting
- Designing secure applications
- 1. Applying security best practices and compliance requirements
- 2. Implementing authentication and authorization mechanisms
- 3. Securing data in transit and at rest
|
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Google Certified Professional - Cloud Developer Sample Questions (Q65-Q70):
NEW QUESTION # 65
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. Change the application to accept images directly and store them in the database that stores other user information.
- D. 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.
Answer: B
Explanation:
Explanation/Reference: https://cloud.google.com/blog/products/storage-data-transfer/uploading-images-directly-to-cloud- storage-by-using-signed-url
NEW QUESTION # 66
You are developing a scalable web application for internal users. Your organization uses Google Workspace. You need to set up authentication to the application for the users, and then deploy the application on Google Cloud. You plan to use cloud-native features, and you want to minimize infrastructure management effort. What should you do? (Choose two.)
- A. Configure Cloud SQL database with a table containing the users and password hashes. Add an authentication screen to ensure that only internal users can access the application.
- B. Configure Identity Aware Proxy, and grant the roles/iap.tunnelResourceAccessor IAM role to the users that need to access the application.
- C. Create a Compute Engine VM, configure a web server, and deploy the application in a VPC.
- D. Configure Identity Aware Proxy, and grant the roles/iap.httpsResourceAccessor IAM role to the users that need to access the application.
- E. Containerize the application, and deploy it as a Cloud Run service.
Answer: D,E
Explanation:
https://support.google.com/a/answer/7281227?hl=en
NEW QUESTION # 67
Your application requires service accounts to be authenticated to GCP products via credentials stored on its host Compute Engine virtual machine instances. You want to distribute these credentials to the host instances as securely as possible.
What should you do?
- A. Use HTTP signed URLs to securely provide access to the required resources.
- B. Commit the credential JSON file into your application's source repository, and have your CI/CD process package it with the software that is deployed to the instance.
- C. Generate a P12 file from the GCP Console after the instance is deployed, and copy the credentials to the host instance before starting the application.
- D. Use the instance's service account Application Default Credentials to authenticate to the required resources.
Answer: D
Explanation:
Explanation/Reference: https://cloud.google.com/compute/docs/api/how-tos/authorization
NEW QUESTION # 68
Your application is running in multiple Google Kubernetes Engine clusters. It is managed by a Deployment in each cluster. The Deployment has created multiple replicas of your Pod in each cluster. You want to view the logs sent to stdout for all of the replicas in your Deployment in all clusters.
Which command should you use?
- A. gcloud logging read [PARAM]
- B. gcloud compute ssh [PARAM] --command= "sudo journalctl"
- C. kubectl logs [PARAM]
- D. kubectl exec -it [PARAM] journalctl
Answer: A
Explanation:
https://cloud.google.com/blog/products/management-tools/using-logging-your-apps-running- kubernetes-engine gcloud command line tool - Using the gcloud logging read command, select the appropriate cluster, node, pod and container logs.
NEW QUESTION # 69
Your development team has built several Cloud Functions using Java along with corresponding integration and service tests. You are building and deploying the functions and launching the tests using Cloud Build.
Your Cloud Build job is reporting deployment failures immediately after successfully validating the code.
What should you do?
- A. Verify that the Cloud Build service account is assigned the Cloud Functions Developer role.
- B. Retry the tests using the truncated exponential backoff polling strategy.
- C. Check the maximum number of Cloud Function instances.
- D. Verify that your Cloud Build trigger has the correct build parameters.
Answer: A
Explanation:
Explanation
https://cloud.google.com/build/docs/securing-builds/configure-access-for-cloud-build-service-account
NEW QUESTION # 70
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