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Google Certified Professional - Cloud Developer Sample Questions (Q147-Q152):

NEW QUESTION # 147
For this question, refer to the HipLocal case study.
HipLocal is expanding into new locations. They must capture additional data each time the application is launched in a new European country. This is causing delays in the development process due to constant schema changes and a lack of environments for conducting testing on the application changes. How should they resolve the issue while meeting the business requirements?

A. Migrate data to Firestore in Native mode and set up instan
B. Move from Cloud SQL to MySQL hosted on Compute Engine. Replicate hosts across regions in the Americas and Europe. Provide developers with local MySQL instances to conduct testing on the application changes.
C. Create new Cloud SQL instances in Europe and North America for testing and deployment. Provide developers with local MySQL instances to conduct testing on the application changes.
D. Migrate data to Bigtable. Instruct the development teams to use the Cloud SDK to emulate a local Bigtable development environment.

Answer: D

NEW QUESTION # 148
You are deploying a microservices application to Google Kubernetes Engine (GKE). The application will receive daily updates. You expect to deploy a large number of distinct containers that will run on the Linux operating system (OS). You want to be alerted to any known OS vulnerabilities in the new containers. You want to follow Google-recommended best practices. What should you do?

A. Enable Container Analysis, and upload new container images to Artifact Registry. Review the vulnerability results before each deployment.
B. Enable Container Analysis, and upload new container images to Artifact Registry. Review the critical vulnerability results before each deployment.
C. Use the Container Analysis REST API to call Container Analysis to scan new container images. Review the vulnerability results before each deployment.
D. Use the gcloud CLI to call Container Analysis to scan new container images. Review the vulnerability results before each deployment.

Answer: C

Explanation:
https://cloud.google.com/container-analysis/docs/automated-scanning-howto
https://cloud.google.com/container-analysis/docs/os-overview says: The Container Scanning API allows you to automate OS vulnerability detection, scanning each time you push an image to Container Registry or Artifact Registry. Enabling this API also triggers language package scans for Go and Java vulnerabilities (Preview).

NEW QUESTION # 149
Your team is developing a new application using a PostgreSQL database and Cloud Run. You are responsible for ensuring that all traffic is kept private on Google Cloud. You want to use managed services and follow Google-recommended best practices. What should you do?

A. 1. Enable Cloud SQL and Cloud Run in the same project. 2. Configure a private IP address for Cloud SQL. Enable private services access. 3. Create a Serverless VPC Access connector. 4.
Configure Cloud Run to use the connector to connect to Cloud SQL.
B. 1. Install PostgreSQL on a Compute Engine virtual machine (VM), and enable Cloud Run in the same project. 2. Configure a private IP address for the VM. Enable private services access. 3.
Create a Serverless VPC Access connector. 4. Configure Cloud Run to use the connector to connect to the VM hosting PostgreSQL.
C. 1. Install PostgreSQL on a Compute Engine VM, and enable Cloud Run in different projects. 2.Configure a private IP address for the VM. Enable private services access. 3. Create a Serverless VPC Access connector. 4. Set up a VPN connection between the two projects. Configure Cloud Run to use the connector to access the VM hosting PostgreSQL.
D. 1. Use Cloud SQL and Cloud Run in different projects. 2. Configure a private IP address for Cloud SQL. Enable private services access. 3. Create a Serverless VPC Access connector. 4. Set up a VPN connection between the two projects. Configure Cloud Run to use the connector to connect to Cloud SQL.

Answer: A

Explanation:
https://cloud.google.com/vpc/docs/serverless-vpc-access
Serverless VPC Access makes it possible for you to connect directly to your Virtual Private Cloud network from serverless environments such as Cloud Run, App Engine, or Cloud Functions.
Configuring Serverless VPC Access allows your serverless environment to send requests to your VPC network using internal DNS and internal IP addresses (as defined by RFC 1918 and RFC
6598). The responses to these requests also use your internal network.

NEW QUESTION # 150
In the systematic troubleshooting approach, which of the following statements is true about isolating an issue?

A. Asking the customer to reproduce an issue can help determine if the issue is with the device.
B. If an issue cannot be reproduced, it is likely a hardware issue.
C. Replacing an internal component will determine if the issue is related to environment.
D. Basing a conclusion on past experience with similar issues is a proven troubleshooting method.

Answer: A

NEW QUESTION # 151
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 IWhen developing locally, configure your application to use the local emulator by exporting the PUBSUB_EMULATOR_HOST variable.
B. 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.
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. 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}.

Answer: D

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 # 152
......

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