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| Section | Weight | Objectives |
|---|
| Integrating applications with Google Cloud services | 21% | - Implementing application performance monitoring
- 1. Using operations suite tools
- 2. Instrumenting code for metrics and traces
- Consuming Google Cloud APIs and services
- 1. Enabling and managing APIs
- 2. Using client libraries, REST, and gRPC
- 3. Integrating with AI/ML and generative AI services
- Integrating with data and storage services
- 1. Implementing messaging and event streaming
- 2. Working with relational, NoSQL, and in-memory databases
- 3. Using object storage and file storage solutions
|
| Configuring cloud-native applications for deployment | 24% | - Deploying applications to Google Kubernetes Engine
- 1. Creating and managing workloads and services
- 2. Configuring scaling, auto-scaling, and updates
- 3. Managing configurations and secrets
- Deploying applications to Cloud Run
- 1. Deploying from source code or containers
- 2. Configuring scaling, networking, and security
- 3. Integrating with event-driven services
- Deploying to App Engine or Cloud Functions
- 1. Configuring serverless deployments
- 2. Managing versions and traffic splitting
|
| Building and testing applications | 23% | - Setting up development environments
- 1. Emulating Google Cloud services locally
- 2. Using Cloud SDK, Cloud Code, Cloud Shell, and Cloud Workstations
- Building applications and containers
- 1. Configuring build pipelines and provenance
- 2. Using Cloud Build and Artifact Registry
- 3. Implementing containerization best practices
- Testing applications
- 1. Using AI-assisted development tools
- 2. Automating testing in CI/CD workflows
- 3. Writing unit, integration, and end-to-end tests
|
| 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 secure applications
- 1. Applying security best practices and compliance requirements
- 2. Securing data in transit and at rest
- 3. Implementing authentication and authorization mechanisms
- Designing for observability and monitoring
- 1. Designing for debugging and troubleshooting
- 2. Planning logging, metrics, and tracing strategies
|
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Google Certified Professional - Cloud Developer Sample Questions (Q192-Q197):
NEW QUESTION # 192
You are running an application on App Engine that you inherited. You want to find out whether the application is using insecure binaries or is vulnerable to XSS attacks. Which service should you use?
- A. Stackdriver Debugger
- B. Cloud Amor
- C. Cloud Security Scanner
- D. Stackdriver Error Reporting
Answer: C
Explanation:
Reference:
https://cloud.google.com/security-scanner
NEW QUESTION # 193
Your application is logging to Stackdriver. You want to get the count of all requests on all /api/alpha/* endpoints.
What should you do?
- A. Add a Stackdriver counter metric for path:/api/alpha/.
- B. Add a Stackdriver counter metric for endpoint:/api/alpha/*.
- C. Export the logs to Cloud Pub/Sub and count lines matching /api/alpha.
- D. Export the logs to Cloud Storage and count lines matching /api/alpha.
Answer: D
Explanation:
Explanation/Reference:
NEW QUESTION # 194
- A. Grant the service-PROJECTA@gcf-admin-robot.iam.gserviceaccount.com service account the roles/ storage.objectCreator role for the Cloud Storage bucket.
- B. Enable the Cloud Storage API in project B.
- C. Grant your user account the roles/storage.objectCreator role for the Cloud Storage bucket.
- D. It is supposed to write an object in a Cloud Storage bucket owned by project B. However, the write call is failing with the error "403 Forbidden".
What should you do to correct the problem? - E. Grant your user account the roles/iam.serviceAccountUser role for the service-PROJECTA@gcf-admin- robot.iam.gserviceaccount.com service account.
Answer: E
NEW QUESTION # 195
You are building a Workflow to process complex data analytics for your application. You plan to use the Workflow to execute a Cloud Run job while following Google-recommended practices.
What should you do?
- A. Create a Pub/Sub topic, and subscribe the Cloud Run job to the topic.
- B. Configure an Eventarc trigger to invoke the Cloud Run job, and include the trigger in a step of the Workflow.
- C. Determine the entry point of the Cloud Run job, and send an HTTP request from the Workflow.
- D. Use the Cloud Run Admin API connector to execute the Cloud Run job within the Workflow.
Answer: D
Explanation:
Using the Cloud Run Admin API connector within Workflows is the Google-recommended way to directly execute a Cloud Run job from a Workflow, providing secure and managed integration.
NEW QUESTION # 196
You want to create "fully baked" or "golden" Compute Engine images for your application. You need to bootstrap your application to connect to the appropriate database according to the environment the application is running on (test, staging, production). What should you do?
- A. When creating the Compute Engine instance, add a tag with the name of the database to be connected. In your application, query the Compute Engine API to pull the tags for the current instance, and use the tag to construct the appropriate database connection string.
- B. Embed the appropriate database connection string in the image. Create a different image for each environment.
- C. When creating the Compute Engine instance, create a metadata item with a key of "DATABASE" and a value for the appropriate database connection string. In your application, query the metadata server for the "DATABASE" value, and use the value to connect to the appropriate database.
- D. When creating the Compute Engine instance, create a metadata item with a key of "DATABASE" and a value for the appropriate database connection string. In your application, read the "DATABASE" environment variable, and use the value to connect to the appropriate database.
Answer: D
NEW QUESTION # 197
......
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