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| Section | Objectives |
|---|
| Build and test applications | - Manage development environments
- 1. Build application artifacts
- 2. Implement CI/CD pipelines
- 3. Perform application testing
|
| Manage application performance monitoring | - Monitor and troubleshoot applications
- 1. Optimize application performance
- 2. Analyze metrics and alerts
- 3. Configure logging and tracing
|
| Integrate applications with Google Cloud services | - Integrate with data and storage services
- 1. Implement authentication and authorization
- 2. Integrate with Google Cloud APIs
- 3. Use messaging and event-driven services
|
| Deploy applications | - Deploy applications to Google Cloud
- 1. Deploy applications using Cloud Run
- 2. Deploy applications to Google Kubernetes Engine
- 3. Manage application rollout strategies
|
| Design scalable, available, and reliable cloud-native applications | - Design highly performant applications and APIs
- 1. Design secure applications
- 2. Choose storage options for application data
- 3. Design resilient and scalable application architectures
|
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Google Certified Professional - Cloud Developer Sample Questions (Q178-Q183):
NEW QUESTION # 178
Your application requires service accounts to be authenticated to GCP products via credentials stored on its host Compute Engine virtual machine instances. You want to distribute these credentials to the host instances as securely as possible. What should you do?
- A. Generate a P12 file from the GCP Console after the instance is deployed, and copy the credentials to the host instance before starting the application.
- B. Use the instance's service account Application Default Credentials to authenticate to the required resources.
- C. Use HTTP signed URLs to securely provide access to the required resources.
- D. Commit the credential JSON file into your application's source repository, and have your CI/CD process package it with the software that is deployed to the instance.
Answer: B
Explanation:
Reference:
https://cloud.google.com/compute/docs/api/how-tos/authorization
NEW QUESTION # 179
Case Study 1 - HipLocal
Company Overview
HipLocal is a community application designed to facilitate communication between people in close proximity. It is used for event planning and organizing sporting events, and for businesses to connect with their local communities. HipLocal launched recently in a few neighborhoods in Dallas and is rapidly growing into a global phenomenon. Its unique style of hyper-local community communication and business outreach is in demand around the world.
Executive Statement
We are the number one local community app; it's time to take our local community services global. Our venture capital investors want to see rapid growth and the same great experience for new local and virtual communities that come online, whether their members are 10 or 10000 miles away from each other.
Solution Concept
HipLocal wants to expand their existing service, with updated functionality, in new regions to better serve their global customers. They want to hire and train a new team to support these regions in their time zones. They will need to ensure that the application scales smoothly and provides clear uptime data.
Existing Technical Environment
HipLocal's environment is a mix of on-premises hardware and infrastructure running in Google Cloud Platform. The HipLocal team understands their application well, but has limited experience in global scale applications. Their existing technical environment is as follows:
* Existing APIs run on Compute Engine virtual machine instances hosted in GCP.
* State is stored in a single instance MySQL database in GCP.
* Data is exported to an on-premises Teradata/Vertica data warehouse.
* Data analytics is performed in an on-premises Hadoop environment.
* The application has no logging.
* There are basic indicators of uptime; alerts are frequently fired when the APIs are unresponsive.
Business Requirements
HipLocal's investors want to expand their footprint and support the increase in demand they are seeing. Their requirements are:
* Expand availability of the application to new regions.
* Increase the number of concurrent users that can be supported.
* Ensure a consistent experience for users when they travel to different regions.
* Obtain user activity metrics to better understand how to monetize their product.
* Ensure compliance with regulations in the new regions (for example, GDPR).
* Reduce infrastructure management time and cost.
* Adopt the Google-recommended practices for cloud computing.
Technical Requirements
* The application and backend must provide usage metrics and monitoring.
* APIs require strong authentication and authorization.
* Logging must be increased, and data should be stored in a cloud analytics platform.
* Move to serverless architecture to facilitate elastic scaling.
* Provide authorized access to internal apps in a secure manner.
HipLocal's data science team wants to analyze user reviews.
How should they prepare the data?
- A. Use the Cloud Natural Language Processing API for redaction of the review dataset.
- B. Use the Cloud Data Loss Prevention API for de-identification of the review dataset.
- C. Use the Cloud Data Loss Prevention API for redaction of the review dataset.
- D. Use the Cloud Natural Language Processing API for de-identification of the review dataset.
Answer: B
Explanation:
https://cloud.google.com/architecture/de-identification-re-identification-pii-using-cloud-dlp De-identification of PII in large-scale datasets using Cloud DLP.
Cloud DLP enables transformations such as redaction, masking, tokenization, bucketing, and other methods of de-identification.
NEW QUESTION # 180
You are developing an application that will be launched on Compute Engine instances into multiple distinct projects, each corresponding to the environments in your software development process (development, QA, staging, and production). The instances in each project have the same application code but a different configuration. During deployment, each instance should receive the application's configuration based on the environment it serves. You want to minimize the number of steps to configure this flow.
What should you do?
- A. Deploy your chosen deployment tool on an instance in each project. Use a deployment job to retrieve the appropriate configuration file from your version control system, and apply the configuration when deploying the application on each instance.
- B. During each instance launch, configure an instance custom-metadata key named "environment" whose value is the environment the instance serves. Use your deployment tool to query the instance metadata, and configure the application based on the "environment" value.
- C. In each project, configure a metadata key "environment" whose value is the environment it serves. Use your deployment tool to query the instance metadata and configure the application based on the "environment" value.
- D. When creating your instances, configure a startup script using the gcloud command to determine the project name that indicates the correct environment.
Answer: C
NEW QUESTION # 181
You are deploying your application to a Compute Engine virtual machine instance with the Stackdriver Monitoring Agent installed. Your application is a unix process on the instance. You want to be alerted if the unix process has not run for at least 5 minutes. You are not able to change the application to generate metrics or logs.
Which alert condition should you configure?
- A. Uptime check
- B. Metric threshold
- C. Process health
- D. Metric absence
Answer: C
NEW QUESTION # 182
You are deploying your application on a Compute Engine instance that communicates with Cloud SQL. You will use Cloud SQL Proxy to allow your application to communicate to the database using the service account associated with the application's instance. You want to follow the Google-recommended best practice of providing minimum access for the role assigned to the service account. What should you do?
- A. Assign the Cloud SQL Editor role.
- B. Assign the Project Editor role.
- C. Assign the Cloud SQL Client role.
- D. Assign the Project Owner role.
Answer: C
Explanation:
https://cloud.google.com/sql/docs/mysql/roles-and-permissions
NEW QUESTION # 183
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