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Google Professional-Cloud-Developer Exam Syllabus Topics:

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

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Google Certified Professional - Cloud Developer Sample Questions (Q112-Q117):

NEW QUESTION # 112
You are planning to deploy hundreds of microservices in your Google Kubernetes Engine (GKE) cluster. How should you secure communication between the microservices on GKE using a managed service?

A. Use global HTTP(S) Load Balancing with managed SSL certificates to protect your services
B. Install Anthos Service Mesh, and enable mTLS in your Service Mesh.
C. Install cert-manager on GKE to automatically renew the SSL certificates.
D. Deploy open source Istio in your GKE cluster, and enable mTLS in your Service Mesh

Answer: B

Explanation:
https://cloud.google.com/service-mesh/docs/overview#security_benefits
- Ensures encryption in transit. Using mTLS for authentication also ensures that all TCP communications are encrypted in transit.

NEW QUESTION # 113
Your organization develops and tests multiple applications on Compute Engine virtual machine instances across 3 environments; Test, Staging, and Production. The separate development teams for each application require minimal access to Production but broad access in Test and Staging. You need to design the Resource Manager structure to support your organization in following least-privilege best practices. What should you do?

A. Create one project per environment per application. Assign the application team members an Identity Access Management role at the project level.
B. Create one project per environment. Assign the application team members an Identity Access Management role at the project level.
C. Create one project per environment. Group each application team member into a Google Group.
Assign the application team's Google Group an Identity Access Management role at the project level.
D. Create one project per environment per application. Group each application team member into a Google Group. Assign the application team's Google Group an Identity Access Management role at the project level.

Answer: D

Explanation:
A is not correct because each team requires permissions to just their application.
B is not correct because each team requires permissions to just their application.
C is not correct because adding individual users as members in an IAM policy can become difficult to manage over time.
D is correct because a project provides good isolation for each application team, and managing membership via a group is easier to maintain over time.
https://cloud.google.com/docs/enterprise/best-practices-for-enterprise-organizations

NEW QUESTION # 114
You want to use the Stackdriver Logging Agent to send an application's log file to Stackdriver from a Compute Engine virtual machine instance.
After installing the Stackdriver Logging Agent, what should you do first?

A. Grant the instance full access to all Cloud APIs.
B. Configure the application log file as a custom source.
C. Enable the Error Reporting API on the project.
D. Create a Stackdriver Logs Export Sink with a filter that matches the application's log entries.

Answer: A

NEW QUESTION # 115
You maintain a CI/CD pipeline for an application running on GKE. You use Cloud Build to create container images and push the images to Artifact Registry. When you build the image, you use the latest tag in your pipeline.
You recently had to roll back a deployment 24 hours after rollout. The rollback process was difficult because the latest tag had been overwritten. You need to prevent this issue in the future.
You want to use the most efficient approach. What should you do?

A. Rebuild the Docker image for each environment, and tag it with the specific environment name.
B. Implement Helm charts to manage your container deployments.
C. Use a Docker registry to store the container images, and create separate repositories for each version of the application.
D. Build a separate Docker image for each new version of the application, and tag it with the version number.

Answer: D

Explanation:
Tagging images with a unique version number for each build allows you to track specific versions of your application and roll back easily if needed. This approach avoids the issue of the latest tag being overwritten, as each versioned image is uniquely identifiable and immutable once built. By tagging images with version numbers, you can manage deployments and rollbacks more efficiently without ambiguity about which image version is deployed.
Using Helm charts could help with deployment management but does not address the issue of image version tracking. Similarly, separate repositories for each version would add unnecessary complexity.

NEW QUESTION # 116
Your company has a BigQuery data mart that provides analytics information to hundreds of employees. One user of wants to run jobs without interrupting important workloads. This user isn't concerned about the time it takes to run these jobs. You want to fulfill this request while minimizing cost to the company and the effort required on your part.
What should you do?

A. Create a separate project for the user to run jobs.
B. Add the user as a job.user role in the existing project.
C. Allow the user to run jobs when important workloads are not running.
D. Ask the user to run the jobs as batch jobs.

Answer: A

NEW QUESTION # 117
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