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  1. Home
  2. Google Certification
  3. Professional-Cloud-Developer Exam
  4. Google.Professional-Cloud-Developer.v2026-10-05.q375 Dumps
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Question 331

Your team is writing a backend application to implement the business logic for an interactive voice response (IVR) system that will support a payroll application. The IVR system has the following technical characteristics:
* Each customer phone call is associated with a unique IVR session.
* The IVR system creates a separate persistent gRPC connection to the backend for each session.
* If the connection is interrupted, the IVR system establishes a new connection, causing a slight latency for that call.
You need to determine which compute environment should be used to deploy the backend application. Using current call data, you determine that:
* Call duration ranges from 1 to 30 minutes.
* Calls are typically made during business hours.
* There are significant spikes of calls around certain known dates (e.g., pay days), or when large payroll changes occur.
You want to minimize cost, effort, and operational overhead. Where should you deploy the backend application?

Correct Answer: D
This page shows Cloud Run-specific details for developers who want to use gRPC to connect a Cloud Run service with other services, for example, to provide simple, high performance communication between internal microservices. You can use all gRPC types, streaming or unary, with Cloud Run.
Possible use cases include:
Communication between internal microservices.
High loads of data (gRPC uses protocol buffers, which are up to seven times faster than REST calls).
Only a simple service definition is needed, you don't want to write a full client library.
Use streaming gRPCs in your gRPC server to build more responsive applications and APIs.
https://cloud.google.com/run/docs/tutorials/secure-services#:~:text=The%20backend%20service%20is%20priva
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Question 332

Your company has deployed a new API to a Compute Engine instance. During testing, the API is not behaving as expected. You want to monitor the application over 12 hours to diagnose the problem within the application code without redeploying the application. Which tool should you use?

Correct Answer: C
https://cloud.google.com/debugger/docs/using/logpoints
After you have deployed or started your application, you can open Cloud Debugger in the Google Cloud console. Cloud Debugger allows you to inject logging into running services without restarting or interfering with the normal function of the service. This can be useful for debugging production issues without having to add log statements and redeploy.
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Question 333

Your company stores their source code in a Cloud Source Repositories repository. Your company wants to build and test their code on each source code commit to the repository and requires a solution that is managed and has minimal operations overhead.
Which method should they use?

Correct Answer: B
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Question 334

You have a service running on Compute Engine virtual machine instances behind a global load balancer. You need to ensure that when the instance fails, it is recovered. What should you do?

Correct Answer: D
A is not correct because the load balancer health check will not recover the instance. The load balancer health check will exclude the instance from receiving traffic.
B is not correct because a service on the instance may not work when the instance fails.
C is not correct because this is not the platform-idiomatic way of recovering failed instances.
D is correct because the managed instance group health check will recreate the instance when it fails, and this is the platform-native way to satisfy this use case.
https://cloud.google.com/compute/docs/instance-groups/creating-groups-of-managed- instances#monitoring_groups)
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Question 335

You have an application running on Cloud Run that receives a large volume of traffic. You need to deploy a new version of the application. You want your deployment process to minimize the risk of downtime while following Google-recommended practices. What should you do?

Correct Answer: D
Traffic splitting in Cloud Run allows you to route a specific percentage of users to a new revision of your service, making it possible to test the new version with real traffic while minimizing the risk of downtime. This gradual rollout approach helps you monitor performance and user experience, and if issues arise, you can easily adjust the traffic split or revert to the previous version. This aligns with Google-recommended practices for safe, low-risk deployments in Cloud Run.
Options like testing locally with a Cloud Run emulator or deploying after passing tests in a pipeline are useful for initial testing but do not provide the gradual, controlled release approach that traffic splitting offers. Using Cloud Load Balancing is not necessary here, as Cloud Run has built-in traffic splitting capabilities designed for this purpose.
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