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| Section | Objectives |
|---|
| Topic 1: Integrate applications with Google Cloud services | - Integrate with data and storage services
- 1. Implement authentication and authorization
- 2. Use messaging and event-driven services
- 3. Integrate with Google Cloud APIs
|
| Topic 2: Design scalable, available, and reliable cloud-native applications | - Design highly performant applications and APIs
- 1. Design secure applications
- 2. Design resilient and scalable application architectures
- 3. Choose storage options for application data
|
| Topic 3: Build and test applications | - Manage development environments
- 1. Build application artifacts
- 2. Perform application testing
- 3. Implement CI/CD pipelines
|
| Topic 4: Deploy applications | - Deploy applications to Google Cloud
- 1. Manage application rollout strategies
- 2. Deploy applications to Google Kubernetes Engine
- 3. Deploy applications using Cloud Run
|
| Topic 5: Manage application performance monitoring | - Monitor and troubleshoot applications
- 1. Analyze metrics and alerts
- 2. Configure logging and tracing
- 3. Optimize application performance
|
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Google Certified Professional - Cloud Developer Sample Questions (Q296-Q301):
NEW QUESTION # 296
Your team is developing an application in Google Cloud that executes with user identities maintained by Cloud Identity. Each of your application's users will have an associated Pub/Sub topic to which messages are published, and a Pub/Sub subscription where the same user will retrieve published messages. You need to ensure that only authorized users can publish and subscribe to their own specific Pub/Sub topic and subscription. What should you do?

- A. Grant the user identity the pubsub.publisher and pubsub.subscriber roles at the project level.
- B. Grant the user identity a custom role that contains the pubsub.topics.create and pubsub.subscriptions.create permissions.
- C. Configure the application to run as a service account that has the pubsub.publisher and pubsub.subscriber roles.
- D. Bind the user identity to the pubsub.publisher and pubsub.subscriber roles at the resource level.
Answer: B
NEW QUESTION # 297
HipLocal's data science team wants to analyze user reviews.
How should they prepare the data?
- A. Use the Cloud Data Loss Prevention API for de-identification of the review dataset.
- B. Use the Cloud Natural Language Processing API for redaction of the review dataset.
- C. Use the Cloud Natural Language Processing API for de-identification of the review dataset.
- D. Use the Cloud Data Loss Prevention API for redaction of the review dataset.
Answer: A
Explanation:
Explanation
https://cloud.google.com/dlp/docs/deidentify-sensitive-data
NEW QUESTION # 298
You plan to make a simple HTML application available on the internet. This site keeps information about FAQs for your application. The application is static and contains images, HTML, CSS, and Javascript. You want to make this application available on the internet with as few steps as possible.
What should you do?
- A. Containerize your application first. Deploy this container to Google Kubernetes Engine (GKE) and assign an external IP address to the GKE pod hosting the application.
- B. Create a Compute Engine instance with Apache web server installed. Configure Apache web server to host the application.
- C. Upload your application to an App Engine environment.
- D. Upload your application to Cloud Storage.
Answer: D
Explanation:
Reference: https://cloud.google.com/storage/docs/hosting-static-website
NEW QUESTION # 299
You recently deployed a Go application on Google Kubernetes Engine (GKE). The operations team has noticed that the application's CPU usage is high even when there is low production traffic. The operations team has asked you to optimize your application's CPU resource consumption. You want to determine which Go functions consume the largest amount of CPU.
What should you do?
- A. Deploy a Fluent Bit daemonset on the GKE cluster to log data in Cloud Logging. Analyze the logs to get insights into your application code's performance.
- B. Connect to your GKE nodes using SSH. Run the top command on the shell to extract the CPU utilization of your application.
- C. Create a custom dashboard in Cloud Monitoring to evaluate the CPU performance metrics of your application.
- D. Modify your Go application to capture profiling data. Analyze the CPU metrics of your application in flame graphs in Profiler.
Answer: D
Explanation:
https://cloud.google.com/profiler/docs/about-profiler
Cloud Profiler is a statistical, low-overhead profiler that continuously gathers CPU usage and memory-allocation information from your production applications. It attributes that information to the source code that generated it, helping you identify the parts of your application that are consuming the most resources, and otherwise illuminating your applications performance characteristics.
NEW QUESTION # 300
You recently migrated an on-premises monolithic application to a microservices application on Google Kubernetes Engine (GKE). The application has dependencies on backend services on-premises, including a CRM system and a MySQL database that contains personally identifiable information (PII). The backend services must remain on-premises to meet regulatory requirements.
You established a Cloud VPN connection between your on-premises data center and Google Cloud. You notice that some requests from your microservices application on GKE to the backend services are failing due to latency issues caused by fluctuating bandwidth, which is causing the application to crash. How should you address the latency issues?
- A. Decrease the network layer packet size by decreasing the Maximum Transmission Unit (MTU) value from its default value on Cloud VPN
- B. Increase the number of Cloud VPN tunnels for the connection between Google Cloud and the on-premises services
- C. Use Istio to create a service mesh that includes the microservices on GKE and the on-premises services
- D. Use Memorystore to cache frequently accessed PII data from the on-premises MySQL database
Answer: B
Explanation:
https://cloud.google.com/network-connectivity/docs/vpn/concepts/choosing-networks-routing#route-alignment
NEW QUESTION # 301
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