Actual Google Professional-Cloud-Developer Exam Questions and Answers

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Google Professional-Cloud-Developer Exam Syllabus Topics:

Section	Objectives
Topic 1: Building and testing applications	- Debugging and troubleshooting applications - Application development on Google Cloud - Unit and integration testing strategies
Topic 2: Integrating Google Cloud services	- API integration and service-to-service communication - Using managed services (Pub/Sub, Firestore, Cloud SQL)
Topic 3: Designing cloud-native applications	- Application architecture design - Scalability and resiliency patterns - Microservices design principles
Topic 4: Deploying applications	- CI/CD pipelines - Containerization and deployment (Cloud Run, GKE) - Release management strategies
Topic 5: Ensuring application performance and reliability	- Monitoring and logging (Cloud Monitoring, Cloud Logging) - Performance optimization - Fault tolerance and incident response

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Google Certified Professional - Cloud Developer Sample Questions (Q330-Q335):

NEW QUESTION # 330
Your company has a data warehouse that keeps your application information in BigQuery. The BigQuery data warehouse keeps 2 PBs of user dat a. Recently, your company expanded your user base to include EU users and needs to comply with these requirements:
Your company must be able to delete all user account information upon user request.
All EU user data must be stored in a single region specifically for EU users.
Which two actions should you take? (Choose two.)

A. Use DML statements in BigQuery to update/delete user records based on their requests.
B. Use BigQuery federated queries to query data from Cloud Storage.
C. Create a Cloud Storage bucket in the EU region to store information for EU users only.
D. Re-upload your data using to a Cloud Dataflow pipeline by filtering your user records out.
E. Create a dataset in the EU region that will keep information about EU users only.

Answer: A,C

NEW QUESTION # 331
You need to migrate a standalone Java application running in an on-premises Linux virtual machine (VM) to Google Cloud in a cost-effective manner. You decide not to take the lift-and-shift approach, and instead you plan to modernize the application by converting it to a container. How should you accomplish this task?

A. Use Migrate for Anthos to migrate the VM to your Google Kubernetes Engine (GKE) cluster as a container.
B. Export the VM as a raw disk and import it as an image. Create a Compute Engine instance from the Imported image.
C. Use Jib to build a Docker image from your source code, and upload it to Artifact Registry. Deploy the application in a GKE cluster, and test the application.
D. Use Migrate for Compute Engine to migrate the VM to a Compute Engine instance, and use Cloud Build to convert it to a container.

Answer: C

Explanation:
https://cloud.google.com/blog/products/application-development/introducing-jib-build-java-docker-images-bette

NEW QUESTION # 332
You want to migrate an on-premises container running in Knative to Google Cloud. You need to make sure that the migration doesn't affect your application's deployment strategy, and you want to use a fully managed service. Which Google Cloud service should you use to deploy your container?

A. Cloud Run
B. App Engine flexible environment
C. Google Kubernetes Engine
D. Compute Engine

Answer: A

Explanation:
Explanation
https://cloud.google.com/blog/products/serverless/knative-based-cloud-run-services-are-ga

NEW QUESTION # 333
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. Get and put the entity in a transaction.
B. Get the entity with an ancestor query.
C. Use a strongly consistent transactional database.
D. Don't return the account entity from the function.

Answer: B

Explanation:
Explanation/Reference:

NEW QUESTION # 334
Your company needs a database solution that stores customer purchase history and meets the following requirements:
- Customers can query their purchase immediately after submission.
- Purchases can be sorted on a variety of fields.
- Distinct record formats can be stored at the same time.
Which storage option satisfies these requirements?

A. Cloud Storage using an object read
B. Firestore in Native mode
C. Cloud SQL using a SQL SELECT statement
D. Firestore in Datastore mode using a global query

Answer: B

Explanation:
https://cloud.google.com/datastore/docs/firestore-or-datastore

NEW QUESTION # 335
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