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| Section | Weight | Objectives |
|---|
| Topic 1: Design innovative, scalable, and highly available cloud database solutions | 32% | - Design for high availability and reliability
- 1. Disaster recovery planning
- 2. High availability configurations
- 3. Replication strategies
- Analyze variables for capacity and usage planning
- 1. Size compute and storage resources
- 2. Solution sizing based on workload and requirements
- 3. Evaluate performance and cost tradeoffs
- Design for security and compliance
- 1. Data encryption
- 2. Access control and IAM
- 3. Compliance requirements
- Design for backup and recovery
- 1. Backup strategies
- 2. Data import/export planning
- 3. RTO and RPO design
|
| Topic 2: Deploy scalable and highly available databases in Google Cloud | 20% | - Implement high availability solutions
- 1. Provision HA configurations
- 2. Read replicas deployment
- 3. Multi-region replication
- Automate deployment and scaling
- 1. Infrastructure as Code
- 2. Auto-scaling setup
- Configure monitoring and alerting
- 1. Health checks and alerts
- 2. Performance dashboards
|
| Topic 3: Manage a solution that spans multiple database technologies | 25% | - Manage database operations and maintenance
- 1. Updates and upgrades
- 2. Index management
- 3. Data lifecycle management
- Optimize cost and performance
- 1. Scaling strategies
- 2. Automate operational tasks
- 3. Cost optimization
- Determine connectivity and access management
- 1. User authentication and authorization
- 2. IAM policies and permissions
- Configure monitoring and troubleshooting
- 1. Performance monitoring
- 2. Troubleshoot common issues
- 3. Query optimization
|
| Topic 4: Migrate data solutions | 14% | - Validate and cut over migration
- 1. Cutover procedures
- 2. Data integrity verification
- Implement migration and replication
- 1. Migration tool selection
- 2. Schema conversion
- 3. Data replication methods
- Design migration strategies
- 1. Fall-back planning
- 2. Downtime requirements analysis
|
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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q57-Q62):
NEW QUESTION # 57
You are designing a new gaming application that uses a highly transactional relational database to store player authentication and inventory data in Google Cloud. You want to launch the game in multiple regions. What should you do?
- A. Use Cloud Spanner to deploy the database.
- B. Use Cloud SQL with a regional read replica to deploy the database.
- C. Use Bigtable with clusters in multiple regions to deploy the database
- D. Use BigQuery to deploy the database
Answer: A
NEW QUESTION # 58
You are working on a new centralized inventory management system to track items available in 200 stores, which each have 500 GB of dat a. You are planning a gradual rollout of the system to a few stores each week. You need to design an SQL database architecture that minimizes costs and user disruption during each regional rollout and can scale up or down on nights and holidays. What should you do?
- A. Use a Biglable cluster with autoscaling.
- B. Use Cloud Spanner with a custom autoscaling solution.
- C. Use sharded Cloud SQL instances with one or more stores per database instance.
- D. Use Oracle Real Application Cluster (RAC) databases on Bare Metal Solution for Oracle.
Answer: C
NEW QUESTION # 59
Your organization has a ticketing system that needs an online marketing analytics and reporting application.
You need to select a relational database that can manage hundreds of terabytes of data to support this new application. Which database should you use?
- A. Bigtable
- B. Cloud Spanner
- C. BigQuery
- D. Cloud SQL
Answer: C
NEW QUESTION # 60
You run a toy sales ecommerce application on Spanner. The application contains details about the various product listings such as name, category, description, and review(s). Your leadership wants to enable customers to ask free-form questions about the product catalog. You want to implement this functionality in the easiest, quickest, and least expensive way possible.
What should you do?
- A. Create, train and deploy a custom ML model(s). Fetch toy details from Spanner and invoke ML predictions from the application layer to return the response.
- B. Generate vector embeddings for product information in Spanner. Find the vector with the smallest distance between the users' query and existing product information or review by using the EUCLIDEAN_DISTANCE()function in Spanner. Return the closest product information or review.
- C. Register an existing Generative AI Vertex model in Spanner. Use the ML.PREDICTfunction to supply the model with a user query along with the product information in a SQL query. Return the response back to the application.
- D. Create a Spanner full-text search index. Find the product information or review against the user's question in a SQL query. Return the response back to the application.
Answer: C
Explanation:
Registering an existing Vertex AI generative model in Spanner and calling it with ML.PREDICT lets you implement free-form Q&A directly from SQL without building custom ML pipelines, generating/maintaining embeddings, or deploying your own model - making it the quickest and lowest-effort approach while keeping the solution cost-effective by reusing a managed model.
NEW QUESTION # 61
Your company is shutting down their on-premises data center and migrating their Oracle databases using Oracle Real Application Clusters (RAC) to Google Cloud. You want minimal to no changes to the applications during the database migration. What should you do?
- A. Migrate the Oracle databases to Compute Engine.
- B. Migrate the Oracle databases to Cloud SQL.
- C. Migrate the Oracle databases to Cloud Spanner.
- D. Migrate the Oracle databases to Bare Metal Solution for Oracle.
Answer: B
NEW QUESTION # 62
......
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