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| Section | Objectives |
|---|
| Design scalable and highly available database solutions | - Design for high availability and disaster recovery
- 1. Replication strategies and failover design
- 2. Regional vs multi-regional architectures
- Select appropriate database services (relational, NoSQL, analytical)
- 1. Bigtable use cases and schema design
- 2. Firestore and document database patterns
- 3. Cloud SQL vs AlloyDB vs Spanner selection criteria
|
| Manage a database solution spanning multiple systems | - Operational database management
- 1. Backup and restore strategies
- 2. Capacity planning and scaling
- 3. Monitoring and performance tuning
|
| Ensure reliability, performance, and optimization | - Performance optimization
- 1. Workload tuning across database services
- 2. Indexing, query optimization, and caching strategies
- Security and compliance
- 1. Encryption at rest and in transit
- 2. IAM roles and access control
|
| Migrate data solutions to Google Cloud | - Database migration strategies
- 1. Online vs offline migration tools (e.g., Database Migration Service)
- 2. Lift-and-shift vs re-platforming
|
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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q22-Q27):
NEW QUESTION # 22
Your company uses the Cloud SQL out-of-disk recommender to analyze the storage utilization trends of production databases over the last 30 days. Your database operations team uses these recommendations to proactively monitor storage utilization and implement corrective actions. You receive a recommendation that the instance is likely to run out of disk space. What should you do to address this storage alert?
- A. Normalize the database to the third normal form.
- B. Compress the data using a different compression algorithm.
- C. Manually or automatically increase the storage capacity.
- D. Create another schema to load older data.
Answer: B
NEW QUESTION # 23
You want to migrate an existing on-premises application to Google Cloud. Your application supports semi-structured data ingested from 100,000 sensors, and each sensor sends 10 readings per second from manufacturing plants. You need to make this data available for real-time monitoring and analysis. What should you do?
- A. C.Deploy the database using Bigtable.
- B. Use BigQuery, and load data in batches.
- C. Deploy the database using Cloud SQL.
- D. Deploy the database using Cloud Spanner.
Answer: A
Explanation:
Bigtable is a scalable, fully managed, and high-performance NoSQL database service that can handle semi-structured data and support real-time monitoring and analysis. Cloud SQL is a relational database service that does not support semi-structured dat a. BigQuery is a data warehouse service that is optimized for batch processing and analytics, not real-time monitoring. Cloud Spanner is a relational database service that supports semi-structured data with JSON data type, but it is more expensive and complex than Bigtable for this use case.
NEW QUESTION # 24
Your ecommerce website captures user clickstream data to analyze customer traffic patterns in real time and support personalization features on your website. You plan to analyze this data using big data tools. You need a low-latency solution that can store 8 TB of data and can scale to millions of read and write requests per second. What should you do?
- A. Stream your data into BigQuery and use Dataproc and the BigQuery Storage API to analyze large volumes of data.
- B. Write your data into Bigtable and use Dataproc and the Apache Hbase libraries for analysis.
- C. Use Memorystore to handle your low-latency requirements and for real-time analytics.
- D. Deploy a Cloud SQL environment with read replicas for improved performance. Use Datastream to export data to Cloud Storage and analyze with Dataproc and the Cloud Storage connector.
Answer: D
NEW QUESTION # 25
You are starting a large CSV import into a Cloud SQL for MySQL instance that has many open connections. You checked memory and CPU usage, and sufficient resources are available. You want to follow Google-recommended practices to ensure that the import will not time out. What should you do?
- A. Close idle connections or restart the instance before beginning the import operation.
- B. Ensure that the service account has the Storage Admin role.
- C. Increase the amount of memory allocated to your instance.
- D. Increase the number of CPUs for the instance to ensure that it can handle the additional import operation.
Answer: A
Explanation:
https://cloud.google.com/sql/docs/mysql/import-export#troubleshooting
NEW QUESTION # 26
Your company is developing a new global transactional application that must be ACID-compliant and have 99.999% availability. You are responsible for selecting the appropriate Google Cloud database to serve as a datastore for this new application. What should you do?
- A. Use Firestore.
- B. Use Cloud Spanner.
- C. Use Bigtable.
- D. Use Cloud SQL.
Answer: B
Explanation:
99,999% availability and global - it's either Spanner or Firestore, but 'transactional' eliminates Firestore
NEW QUESTION # 27
......
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