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Google Professional-Cloud-Developer Exam Syllabus Topics:

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

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Google Certified Professional - Cloud Developer Sample Questions (Q207-Q212):

NEW QUESTION # 207
You have a web application that publishes messages to Pub/Sub. You plan to build new versions of the application locally and want to quickly test Pub/Sub integration for each new build. How should you configure local testing?

A. Install the Pub/Sub emulator using gcloud, and start the emulator with a valid Google Project ID.
When developing locally, configure your application to use the local emulator with ${gcloud beta emulators pubsub env-init}.
B. Install the Pub/Sub emulator using gcloud, and start the emulator with a valid Google Project IWhen developing locally, configure your application to use the local emulator by exporting the PUBSUB_EMULATOR_HOST variable.
C. Install Cloud Code on the integrated development environment (IDE). Navigate to Cloud APIs, and enable Pub/Sub against a valid Google Project ID. When developing locally, configure your application to call pubsub.googleapis.com.
D. In the Google Cloud console, navigate to the API Library, and enable the Pub/Sub API. When developing locally, configure your application to call pubsub.googleapis.com.

Answer: A

Explanation:
https://cloud.google.com/pubsub/docs/emulator#automatically_setting_the_variables You can run gcloud beta emulators pubsub env-init in your own localhost within if your application and the emulator run on the same machine.

NEW QUESTION # 208
You configured your Compute Engine instance group to scale automatically according to overall CPU usage. However, your application's response latency increases sharply before the cluster has finished adding up instances. You want to provide a more consistent latency experience for your end users by changing the configuration of the instance group autoscaler.
Which two configuration changes should you make? (Choose two.)

A. Remove the health-check for individual VMs in the instance group.
B. Decrease the cool-down period for instances added to the group.
C. Decrease the target CPU usage for the instance group autoscaler.
D. Add the label "AUTOSCALE" to the instance group template.
E. Increase the target CPU usage for the instance group autoscaler.

Answer: B,C

Explanation:
A cool down period value that is significantly longer causing a delay in scaling out.
https://cloud.google.com/compute/docs/autoscaler#cool_down_period
https://cloud.google.com/compute/docs/autoscaler/scaling-cpu#scaling_based_on_cpu_utilization

NEW QUESTION # 209
You are developing an HTTP API hosted on a Compute Engine virtual machine instance that needs to be invoked by multiple clients within the same Virtual Private Cloud (VPC). You want clients to be able to get the IP address of the service.
What should you do?

A. Reserve a static external IP address and assign it to an HTTP(S) load balancing service's forwarding rule.
Then, define an A record in Cloud DNS. Clients should use the name of the A record to connect to the service.
B. Reserve a static external IP address and assign it to an HTTP(S) load balancing service's forwarding rule.
Clients should use this IP address to connect to the service.
C. Ensure that clients use Compute Engine internal DNS by connecting to the instance name with the url
https://[INSTANCE_NAME].[ZONE].c.[PROJECT_ID].internal/.
D. Ensure that clients use Compute Engine internal DNS by connecting to the instance name with the url
https://[API_NAME]/[API_VERSION]/.

Answer: D

NEW QUESTION # 210
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. Configure and log in to the Compute Engine instance through the serial port, and change the file
B. Configure and log in to the Compute Engine instance using a remote desktop client, and change the file
C. Download the file using scp, change the file, and then upload the modified version
D. Configure and log in to the Compute Engine instance through SSH, and change the file

Answer: A

Explanation:
https://cloud.google.com/compute/docs/troubleshooting/troubleshooting-using-serial-console

NEW QUESTION # 211
You are designing a resource-sharing policy for applications used by different teams in a Google Kubernetes Engine cluster. You need to ensure that all applications can access the resources needed to run. What should you do? (Choose two.)

A. Create a LimitRange to specify the default compute resource requirements for each namespace.
B. Create a Kubernetes service account (KSA) for each application, and assign each KSA to the namespace.
C. Use the Anthos Policy Controller to enforce label annotations on all namespaces. Use taints and tolerations to allow resource sharing for namespaces.
D. Create a namespace for each team, and attach resource quotas to each namespace.
E. Specify the resource limits and requests in the object specifications.

Answer: A,D

Explanation:
https://kubernetes.io/docs/concepts/policy/resource-quotas/
https://kubernetes.io/docs/concepts/policy/limit-range/
https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-best-practices-resource-requests-and-li

NEW QUESTION # 212
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