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| Section | Objectives |
|---|
| Deploying applications | - Release management strategies - CI/CD pipelines - Containerization and deployment (Cloud Run, GKE)
|
| Designing cloud-native applications | - Application architecture design - Microservices design principles - Scalability and resiliency patterns
|
| Integrating Google Cloud services | - API integration and service-to-service communication - Using managed services (Pub/Sub, Firestore, Cloud SQL)
|
| Ensuring application performance and reliability | - Performance optimization - Monitoring and logging (Cloud Monitoring, Cloud Logging) - Fault tolerance and incident response
|
| Building and testing applications | - Application development on Google Cloud - Unit and integration testing strategies - Debugging and troubleshooting applications
|
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Google Certified Professional - Cloud Developer Sample Questions (Q174-Q179):
NEW QUESTION # 174
You have deployed an HTTP(s) Load Balancer with the gcloud commands shown below.

Health checks to port 80 on the Compute Engine virtual machine instance are failing and no traffic is sent to your instances. You want to resolve the problem.
Which commands should you run?
- A. gcloud compute instances add-tags ${NAME}-backend-instance-1 --tags http- server
- B. gcloud compute firewall-rules create allow-lb --network load-balancer -- allow tcp --destination- ranges 130.211.0.0/22,35.191.0.0/16 --direction EGRESS
- C. gcloud compute instances add-access-config ${NAME}-backend-instance-1
- D. gcloud compute firewall-rules create allow-lb --network load-balancer -- allow tcp --source-ranges
130.211.0.0/22,35.191.0.0/16 --direction INGRESS
Answer: D
Explanation:
The source IP ranges for health checks (including legacy health checks if used for HTTP(S) Load Balancing) are:
35.191.0.0/16
130.211.0.0/22
Furthermore it should be direction INGRESS since the health-check (ping) is coming into the load balancer/instance.
https://cloud.google.com/load-balancing/docs/health-checks
NEW QUESTION # 175
You have an application running in App Engine. Your application is instrumented with Stackdriver Trace. The
/product-details request reports details about four known unique products at /sku-details as shown below. You want to reduce the time it takes for the request to complete. What should you do?

- A. Change /product-details to perform the requests in parallel.
- B. Increase the size of the instance class.
- C. Store the /sku-details information in a database, and replace the webservice call with a database query.
- D. Change the Persistent Disk type to SSD.
Answer: A
NEW QUESTION # 176
You are planning to add unit tests to your application. You need to be able to assert that published Pub/Sub messages are processed by your subscriber in order. You want the unit tests to be cost-effective and reliable.
What should you do?
- A. Use the Pub/Sub emulator.
- B. Implement a mocking framework.
- C. Create a topic and subscription for each tester.
- D. Add a filter by tester to the subscription.
Answer: A
Explanation:
Explanation
https://cloud.google.com/pubsub/docs/emulator, "Testing apps locally with the emulator".
NEW QUESTION # 177
Your application in production has recently been experiencing reliability issues, and you are unsure how the application will behave in the event of an unexpected failure. You want to assess the application's resilience. What should you do?
- A. Test individual units of code for a critical portion of the application's code. Ensure that unit tests are part of the Cloud Build pipeline.
- B. Write end-to-end tests to determine how different microservices interact. Validate that all tests pass.
- C. Perform load testing of the application, and use JMeter for the critical endpoints of the application.Ensure that the application performs as expected under a heavy load.
- D. Perform chaos engineering by intentionally introducing failures into the system. Observe how the application behaves, and ensure that it is able to recover from a failure.
Answer: D
Explanation:
Chaos engineering is the practice of intentionally introducing failures into a system to test its resilience and observe how it behaves under unexpected conditions. This approach allows you to uncover potential weaknesses and ensure that the application can recover from failures. By testing with chaos engineering, you gain insights into how the system behaves in production-like failure scenarios, which is essential for assessing and improving resilience.
Other options, like end-to-end testing, unit testing, and load testing, are useful for verifying functionality and performance but do not directly assess how the application behaves during unexpected failures.
NEW QUESTION # 178
Your teammate has asked you to review the code below, which is adding a credit to an account balance in Cloud Datastore. Which improvement should you suggest your teammate make?

- A. Don't return the account entity from the function.
- B. Use a strongly consistent transactional database.
- C. Get and put the entity in a transaction.
- D. Get the entity with an ancestor query.
Answer: D
NEW QUESTION # 179
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