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| Section | Objectives |
|---|
| Topic 1: Ensuring application performance and reliability | - Performance optimization - Monitoring and logging (Cloud Monitoring, Cloud Logging) - Fault tolerance and incident response
|
| Topic 2: Deploying applications | - CI/CD pipelines - Containerization and deployment (Cloud Run, GKE) - Release management strategies
|
| Topic 3: Designing cloud-native applications | - Application architecture design - Scalability and resiliency patterns - Microservices design principles
|
| Topic 4: Integrating Google Cloud services | - Using managed services (Pub/Sub, Firestore, Cloud SQL) - API integration and service-to-service communication
|
| Topic 5: 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 (Q378-Q383):
NEW QUESTION # 378
You recently migrated an on-premises monolithic application to a microservices application on Google Kubernetes Engine (GKE). The application has dependencies on backend services on-premises, including a CRM system and a MySQL database that contains personally identifiable information (PII). The backend services must remain on-premises to meet regulatory requirements.
You established a Cloud VPN connection between your on-premises data center and Google Cloud. You notice that some requests from your microservices application on GKE to the backend services are failing due to latency issues caused by fluctuating bandwidth, which is causing the application to crash. How should you address the latency issues?
- A. Decrease the network layer packet size by decreasing the Maximum Transmission Unit (MTU) value from its default value on Cloud VPN
- B. Use Memorystore to cache frequently accessed PII data from the on-premises MySQL database
- C. Increase the number of Cloud VPN tunnels for the connection between Google Cloud and the on-premises services
- D. Use Istio to create a service mesh that includes the microservices on GKE and the on-premises services
Answer: C
Explanation:
Explanation
https://cloud.google.com/network-connectivity/docs/vpn/concepts/choosing-networks-routing#route-alignment
NEW QUESTION # 379
Your existing application keeps user state information in a single MySQL database. This state information is very user-specific and depends heavily on how long a user has been using an application. The MySQL database is causing challenges to maintain and enhance the schema for various users.
Which storage option should you choose?
- A. Cloud Storage
- B. Cloud SQL
- C. Cloud Datastore/Firestore
- D. Cloud Spanner
Answer: B
Explanation:
Explanation/Reference: https://cloud.google.com/solutions/migrating-mysql-to-cloudsql-concept
NEW QUESTION # 380
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. Export the logs to Cloud Pub/Sub and count lines matching /api/alpha.
- C. Add a Stackdriver counter metric for endpoint:/api/alpha/*.
- D. Export the logs to Cloud Storage and count lines matching /api/alpha.
Answer: C
Explanation:
Create a filter that collects only the log entries that you want to count in your metric using the logging query language. You can also use regular expressions to create your metric's filters.
https://cloud.google.com/logging/docs/logs-based-metrics/counter-metrics#console
NEW QUESTION # 381
Your teammate has asked you to review the code below. Its purpose is to efficiently add a large number of small rows to a BigQuery table.

Which improvement should you suggest your teammate make?
- A. Write each row to a Cloud Storage object in parallel, then load into BigQuery.
- B. Write each row to a Cloud Storage object, then load into BigQuery.
- C. Perform the inserts in parallel by creating multiple threads.
- D. Include multiple rows with each request.
Answer: C
NEW QUESTION # 382
You are creating a Google Kubernetes Engine (GKE) cluster and run this command:

The command fails with the error:

You want to resolve the issue. What should you do?
- A. Request additional GKE quota is the GCP Console.
- B. Decouple services in the cluster, and rewrite new clusters to function with fewer cores.
- C. Open a support case to request additional GKE quotA.
- D. Request additional Compute Engine quota in the GCP Console.
Answer: A
NEW QUESTION # 383
......
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