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Google Professional-Cloud-Developer Exam Syllabus Topics:

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

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Google Certified Professional - Cloud Developer Sample Questions (Q362-Q367):

NEW QUESTION # 362
Your web application is deployed to the corporate intranet. You need to migrate the web application to Google Cloud. The web application must be available only to company employees and accessible to employees as they travel. You need to ensure the security and accessibility of the web application while minimizing application changes. What should you do?

A. Configure the application to check authentication credentials for each HTTP(S) request to the application.
B. Configure a Compute Engine instance that requests users to log in to their corporate account.Change the web application DNS to point to the proxy Compute Engine instance. After authenticating, the Compute Engine issues an HTTP redirect to a public IP address hosting the web application.
C. Configure Identity-Aware Proxy to allow employees to access the application through its public IP address.
D. Configure a Compute Engine instance that requests users to log in to their corporate account.
Change the web application DNS to point to the proxy Compute Engine instance. After authenticating, the Compute Engine instance forwards requests to and from the web application.

Answer: C

Explanation:
https://cloud.google.com/iap/docs/concepts-overview
IAP lets you establish a central authorization layer for applications accessed by HTTPS, so you can use an application-level access control model instead of relying on network-level firewalls.
IAP policies scale across your organization. You can define access policies centrally and apply them to all of your applications and resources. When you assign a dedicated team to create and enforce policies, you protect your project from incorrect policy definition or implementation in any application.

NEW QUESTION # 363
Your team develops stateless services that run on Google Kubernetes Engine (GKE). You need to deploy a new service that will only be accessed by other services running in the GKE cluster. The service will need to scale as quickly as possible to respond to changing load. What should you do?

A. Use a Horizontal Pod Autoscaler to scale the containers, and expose them via a NodePort Service.
B. Use a Vertical Pod Autoscaler to scale the containers, and expose them via a NodePort Service.
C. Use a Horizontal Pod Autoscaler to scale the containers, and expose them via a ClusterIP Service.
D. Use a Vertical Pod Autoscaler to scale the containers, and expose them via a ClusterIP Service.

Answer: C

Explanation:
https://cloud.google.com/kubernetes-engine/docs/concepts/service

NEW QUESTION # 364
HipLocal's APIs are showing occasional failures, but they cannot find a pattern.
They want to collect some metrics to help them troubleshoot.
What should they do?

A. Install the Stackdriver Monitoring agent on the VMs.
B. Take frequent snapshots of all of the VMs.
C. Use Stackdriver Trace to look for performance bottlenecks.
D. Install the Stackdriver Logging agent on the VMs.

Answer: A

NEW QUESTION # 365
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. Add the label "AUTOSCALE" to the instance group template.
B. Increase the target CPU usage for the instance group autoscaler.
C. Decrease the target CPU usage for the instance group autoscaler.
D. Remove the health-check for individual VMs in the instance group.
E. Decrease the cool-down period for instances added to the group.

Answer: A,B

NEW QUESTION # 366
Your organization has recently begun an initiative to replatform their legacy applications onto Google Kubernetes Engine. You need to decompose a monolithic application into microservices. Multiple instances have read and write access to a configuration file, which is stored on a shared file system. You want to minimize the effort required to manage this transition, and you want to avoid rewriting the application code.
What should you do?

A. Create a new Filestore instance, and mount the volume as an NFS PersistentVolume.
B. Create a new Cloud Storage bucket, and mount it via FUSE in the container.
C. Create a new persistent disk, and mount the volume as a shared PersistentVolume.
D. Create a new ConfigMap and volumeMount to store the contents of the configuration file.

Answer: D

Explanation:
Explanation
https://cloud.google.com/kubernetes-engine/docs/concepts/configmap
ConfigMaps bind non-sensitive configuration artifacts such as configuration files, command-line arguments, and environment variables to your Pod containers and system components at runtime.
A ConfigMap separates your configurations from your Pod and components, which helps keep your workloads portable. This makes their configurations easier to change and manage, and prevents hardcoding configuration data to Pod specifications.

NEW QUESTION # 367
......

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