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To become a Google Certified Professional - Cloud Developer, candidates must pass the Professional-Cloud-Developer exam, which is a comprehensive test of their knowledge of GCP services and the best practices for developing applications on the platform. Professional-Cloud-Developer exam is designed to assess a candidate's ability to build and manage scalable, reliable, and secure applications that meet business objectives. Professional-Cloud-Developer Exam is also designed to test a candidate's ability to use GCP tools and services to optimize application performance and manage application resources.
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Free PDF 2026 Efficient Professional-Cloud-Developer: Google Certified Professional - Cloud Developer Exam Pass Guide
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Google Certified Professional - Cloud Developer Sample Questions (Q158-Q163):
NEW QUESTION # 158
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 Compute Engine to migrate the VM to a Compute Engine instance, and use Cloud Build to convert it to 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 Anthos to migrate the VM to your Google Kubernetes Engine (GKE) cluster as a container.
Answer: C
Explanation:
Explanation
https://cloud.google.com/blog/products/application-development/introducing-jib-build-java-docker-images-bette
NEW QUESTION # 159
Your team manages a large Google Kubernetes Engine (GKE) cluster. Several application teams currently use the same namespace to develop microservices for the cluster. Your organization plans to onboard additional teams to create microservices. You need to configure multiple environments while ensuring the security and optimal performance of each team's work. You want to minimize cost and follow Google-recommended best practices. What should you do?
- A. Create a new namespace for each environment in the existing cluster, and define resource quotas.
- B. Create a new GKE cluster for each team.
- C. Create a new namespace for each team in the existing cluster, and define resource quotas.
- D. Create new role-based access controls (RBAC) for each team in the existing cluster, and define resource quotas.
Answer: D
Explanation:
To configure more granular access to Kubernetes resources at the cluster level or within Kubernetes namespaces, you use Role-Based Access Control (RBAC). RBAC allows you to create detailed policies that define which operations and resources you allow users and service accounts to access. With RBAC, you can control access for Google Accounts, Google Cloud service accounts, and Kubernetes service accounts.
NEW QUESTION # 160
Your company has a new security initiative that requires all data stored in Google Cloud to be encrypted by customer-managed encryption keys. You plan to use Cloud Key Management Service (KMS) to configure access to the keys. You need to follow the "separation of duties" principle and Google-recommended best practices. What should you do? (Choose two.)
- A. Provision Cloud KMS in its own project.
- B. Grant an owner role for the Cloud KMS project to a different user than the owner of the project where the keys from Cloud KMS are being used.
- C. Provision Cloud KMS in the project where the keys are being used.
- D. Do not assign an owner to the Cloud KMS project.
- E. Grant the roles/cloudkms.admin role to the owner of the project where the keys from Cloud KMS are being used.
Answer: A,D
Explanation:
https://cloud.google.com/kms/docs/separation-of-duties#using_separate_project Instead, to allow for a separation of duties, you could run Cloud KMS in its own project, for example your-key-project. Then, depending on the strictness of your separation requirements, you could either:
- (recommended) Create your-key-project without an owner at the project level, and designate an Organization Admin granted at the organization-level. Unlike an owner, an Organization Admin can't manage or use keys directly. They are restricted to setting IAM policies, which restrict who can manage and use keys. Using an organization-level node, you can further restrict permissions for projects in your organization.
NEW QUESTION # 161
You deployed a new application to Google Kubernetes Engine and are experiencing some performance degradation. Your logs are being written to Cloud Logging, and you are using a Prometheus sidecar model for capturing metrics. You need to correlate the metrics and data from the logs to troubleshoot the performance issue and send real-time alerts while minimizing costs. What should you do?
- A. Create custom metrics from the Cloud Logging logs, and use Prometheus to import the results using the Cloud Monitoring REST API.
- B. Export the Prometheus metrics and use Cloud Monitoring to view them as external metrics. Configure Cloud Monitoring to create log-based metrics from the logs, and correlate them with the Prometheus data.
- C. Export the Cloud Logging logs and the Prometheus metrics to Cloud Bigtable. Run a query to join the results, and analyze in Google Data Studio.
- D. Export the Cloud Logging logs and stream the Prometheus metrics to BigQuery. Run a recurring query to join the results, and send notifications using Cloud Tasks.
Answer: B
NEW QUESTION # 162
You are a lead developer working on a new retail system that runs on Cloud Run and Firestore in Datastore mode. A web UI requirement is for the system to display a list of available products when users access the system and for the user to be able to browse through all products. You have implemented this requirement in the minimum viable product (MVP) phase by returning a list of all available products stored in Firestore.
A few months after go-live, you notice that Cloud Run instances are terminated with HTTP 500:
Container instances are exceeding memory limits errors during busy times. This error coincides with spikes in the number of Datastore entity reads. You need to prevent Cloud Run from crashing and decrease the number of Datastore entity reads. You want to use a solution that optimizes system performance. What should you do?
- A. Modify the query that returns the product list using cursors.
- B. Modify the Cloud Run configuration to increase the memory limits.
- C. Modify the query that returns the product list using integer offsets.
- D. Modify the query that returns the product list using limits.
Answer: A
Explanation:
https://cloud.google.com/datastore/docs/concepts/queries#cursors_limits_and_offsets
NEW QUESTION # 163
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