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| Section | Objectives |
|---|
| Designing cloud-native applications | - Scalability and resiliency patterns - Application architecture design - Microservices design principles
|
| Building and testing applications | - Application development on Google Cloud - Unit and integration testing strategies - Debugging and troubleshooting applications
|
| Ensuring application performance and reliability | - Monitoring and logging (Cloud Monitoring, Cloud Logging) - Fault tolerance and incident response - Performance optimization
|
| Deploying applications | - CI/CD pipelines - Release management strategies - Containerization and deployment (Cloud Run, GKE)
|
| Integrating Google Cloud services | - API integration and service-to-service communication - Using managed services (Pub/Sub, Firestore, Cloud SQL)
|
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Google Certified Professional - Cloud Developer Sample Questions (Q296-Q301):
NEW QUESTION # 296
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. Get and put the entity in a transaction.
- C. Use a strongly consistent transactional database.
- D. Get the entity with an ancestor query.
Answer: D
NEW QUESTION # 297
You are developing an internal application that will allow employees to organize community events within your company. You deployed your application on a single Compute Engine instance. Your company uses Google Workspace (formerly G Suite), and you need to ensure that the company employees can authenticate to the application from anywhere. What should you do?
- A. Set up a VPN tunnel between your company network and your instance's VPC location on Google Cloud. Configure the required firewall rules and routing information to both the on-premises and Google Cloud networks.
- B. Add a public IP address to your instance, and allow traffic from the internet. Generate a random hash, and create a subdomain that includes this hash and points to your instance. Distribute this DNS address to your company's employees.
- C. Add an HTTP(S) load balancer in front of the instance, and set up Identity-Aware Proxy (IAP).
Configure the IAP settings to allow your company domain to access the website. - D. Add a public IP address to your instance, and restrict access to the instance using firewall rules. Allow your company's proxy as the only source IP address.
Answer: C
Explanation:
https://cloud.google.com/blog/topics/developers-practitioners/control-access-your-web-sites-identity-aware-prox
NEW QUESTION # 298
You made a typo in a low-level Linux configuration file that prevents your Compute Engine instance from booting to a normal run level. You just created the Compute Engine instance today and have done no other maintenance on it, other than tweaking files. How should you correct this error?
- A. Download the file using scp, change the file, and then upload the modified version
- B. Configure and log in to the Compute Engine instance using a remote desktop client, and change the file
- C. Configure and log in to the Compute Engine instance through the serial port, and change the file
- D. Configure and log in to the Compute Engine instance through SSH, and change the file
Answer: C
Explanation:
Explanation
https://cloud.google.com/compute/docs/troubleshooting/troubleshooting-using-serial-console
NEW QUESTION # 299
You migrated your applications to Google Cloud Platform and kept your existing monitoring platform. You now find that your notification system is too slow for time critical problems.
What should you do?
- A. Use Stackdriver to capture and alert on logs, then ship them to your existing platform.
- B. Replace your entire monitoring platform with Stackdriver.
- C. Migrate some traffic back to your old platform and perform AB testing on the two platforms concurrently.
- D. Install the Stackdriver agents on your Compute Engine instances.
Answer: D
Explanation:
Reference:
https://cloud.google.com/monitoring/
NEW QUESTION # 300
You are designing a deployment technique for your new applications on Google Cloud. As part of your deployment planning, you want to use live traffic to gather performance metrics for both new and existing applications. You need to test against the full production load prior to launch. What should you do?
- A. Use canary deployment
- B. Use A/B testing with traffic mirroring during deployment
- C. Use blue/green deployment
- D. Use rolling updates deployment
Answer: B
Explanation:
You need to test against the full production load prior to launch" It's impossible with canary.
A/B testing with traffic mirroring during deployment" is the only one possibility we have to test the entire traffic before the roll out.
NEW QUESTION # 301
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