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Google Professional-Cloud-Database-Engineer Exam Syllabus Topics:

Section	Objectives
Manage a database solution spanning multiple systems	- Operational database management 1. Backup and restore strategies 2. Monitoring and performance tuning 3. Capacity planning and scaling
Migrate data solutions to Google Cloud	- Database migration strategies 1. Lift-and-shift vs re-platforming 2. Online vs offline migration tools (e.g., Database Migration Service)
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. Cloud SQL vs AlloyDB vs Spanner selection criteria 2. Firestore and document database patterns 3. Bigtable use cases and schema design
Ensure reliability, performance, and optimization	- Security and compliance 1. Encryption at rest and in transit 2. IAM roles and access control - Performance optimization 1. Workload tuning across database services 2. Indexing, query optimization, and caching strategies

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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q165-Q170):

NEW QUESTION # 165
You are the DBA of your organization. You provided a cloned instance from the production Cloud SQL for PostgreSQL database to the developers for testing purposes. After the creation of the clone, your developers notice missing data in one of the recently altered tables. What should you do to ensure that all data is included-

A. Clone the current production database, and restore it to an earlier point-in-time (PITR). Provide access to the cloned instance to the developers.
B. Dump the production database to a file. Modify the dumped file to ALTER TABLEto SET LOGGED on tables that were unlogged in production. Reload the data in the new Cloud SQL for PostgreSQL instance.
C. Take a back up of the production database, and restore it to another Cloud SQL for PostgreSQL instance. Provide access to the new instance to the developers.
D. Check for missing roles and privileges in the cloned Cloud SQL instance. Grant missing privileges to the developers.

Answer: B

Explanation:
Cloud SQL's instance-level backups, PITR, and clones do not include unlogged tables (since they bypass WAL). To capture that missing data you must perform a logical dump (pg_dump) of the entire database, convert the unlogged table definitions to logged in the dump file (so they'll persist), and then reload into the new Cloud SQL instance. This ensures all rows from those formerly unlogged tables are preserved.

NEW QUESTION # 166
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 Oracle Real Application Cluster (RAC) databases on Bare Metal Solution for Oracle.
B. Use a Biglable cluster with autoscaling.
C. Use sharded Cloud SQL instances with one or more stores per database instance.
D. Use Cloud Spanner with a custom autoscaling solution.

Answer: D

Explanation:
https://cloud.google.com/spanner/docs/autoscaling-overview
1. CloudSQL max out at 64TB, so unable to told 100TB of data. https://cloud.google.com/sql/docs/quotas#metrics_collection_limit 2. Scale is done manually on SQL Cloud

NEW QUESTION # 167
You use Python scripts to generate weekly SQL reports to assess the state of your databases and determine whether you need to reorganize tables or run statistics. You want to automate this report but need to minimize operational costs and overhead. What should you do?

A. Create a Cloud Function, and call the Cloud Function from a Cloud Tasks queue.
B. Create a Cloud Composer instance, and create a directed acyclic graph (DAG).
C. Create a Cloud Function, and call the Cloud Function using Cloud Scheduler.
D. Create a VM in Compute Engine, and run a cron job.

Answer: C

Explanation:
Cloud Scheduler triggers actions at regular fixed intervals, whereas Cloud Tasks triggers actions based on how the individual task object is configured.
https://cloud.google.com/tasks/docs/comp-tasks-sched

NEW QUESTION # 168
Your organization has a security policy to ensure that all Cloud SQL for PostgreSQL databases are secure. You want to protect sensitive data by using a key that meets specific locality or residency requirements. Your organization needs to control the key's lifecycle activities. You need to ensure that data is encrypted at rest and in transit. What should you do?

A. Create the database persistent disk with Google-managed encryption keys.
B. Create the database with customer-managed encryption keys.
C. Create the database persistent disk with customer-managed encryption keys.
D. Create the database with Google-managed encryption keys.

Answer: B

Explanation:
https://cloud.google.com/sql/docs/postgres/configure-cmek#createcmekinstance

NEW QUESTION # 169
You are designing a database strategy for a new web application in one region. You need to minimize write latency. What should you do?

A. Use Cloud SQL with cross-region replicas.
B. Use high availability (HA) Cloud SQL with multiple zones.
C. Use Cloud Spanner in a regional configuration.
D. Use zonal Cloud SQL without high availability (HA).

Answer: C

NEW QUESTION # 170
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