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

Section	Objectives
Topic 1: Design scalable and highly available database solutions	- 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 - Design for high availability and disaster recovery 1. Regional vs multi-regional architectures 2. Replication strategies and failover design
Topic 2: Ensure reliability, performance, and optimization	- Security and compliance 1. IAM roles and access control 2. Encryption at rest and in transit - Performance optimization 1. Indexing, query optimization, and caching strategies 2. Workload tuning across database services
Topic 3: 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)
Topic 4: Manage a database solution spanning multiple systems	- Operational database management 1. Capacity planning and scaling 2. Backup and restore strategies 3. Monitoring and performance tuning

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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q87-Q92):

NEW QUESTION # 87
Your organization has strict policies on tracking rollouts to production and periodically shares this information with external auditors to meet compliance requirements. You need to enable auditing on several Cloud Spanner databases. What should you do?

A. Use backup and restore to roll out changes to higher environments.
B. Use Liquibase to roll out changes to higher environments.
C. Manually capture detailed DBA audit logs when changes are rolled out to higher environments.
D. Use replication to roll out changes to higher environments.

Answer: A

NEW QUESTION # 88
Your company is developing a 24/7. global, real-lime analytics platform that needs to store and process large amounts of versioned time-series data. You need to design a platform that Is highly scalable to accommodate traffic spikes and ensure high availability for mission-critical operations. What should you do?

A. Implement a single-cluster Bigtable Instance with autoscaling enabled and row key design
B. implement AlloyDB for PostgreSQL to handle the analytical workload using read replica
C. Implement a multi-cluster Billable instance across multiple regions with replication.
D. Implement a multi-cluster Bigtable Instance with autoscaling enabled and optimal schema design.

Answer: C

NEW QUESTION # 89
You have a non-critical business application running on Google Kubernetes Engine (GKE) in the app-dev VPC. You have created an AlloyDB cluster with Private Service Access (PSA) and no public IP address in the db-dev VPC. You want your application to securely connect to AlloyDB in a cost-effective way. What should you do-

A. Install a SOCKS proxy in a VM in the db-dev VPC. Install AlloyDB Auth Proxy in your GKE cluster, and connect to the AlloyDB cluster through the SOCKS server and port.
B. Set up a high availability VPN between the app-dev and db-dev VPCs. Connect the application directly to AlloyDB.
C. Connect by using AlloyDB Auth Proxy installed in the GKE cluster.
D. Connect by using the private IP address of the AlloyDB cluster directly from the application.

Answer: B

Explanation:
Deploying the AlloyDB Auth Proxy inside your GKE cluster is the simplest, most cost-effective way to get your pods securely talking to a private-IP Only AlloyDB instance. The Auth Proxy handles TLS, IAM authentication, and retries for you - no VM, VPN, or SOCKS hop required.

NEW QUESTION # 90
Your company wants to migrate its MySQL, PostgreSQL, and Microsoft SQL Server on-premises databases to Google Cloud. You need a solution that provides near-zero downtime, requires no application changes, and supports change data capture (CDC). What should you do?

A. Create a database on Google Cloud, and use Dataflow for database migration.
B. Use Database Migration Service.
C. Create a database on Google Cloud, and use database links to perform the migration.
D. Use the native export and import functionality of the source database.

Answer: B

NEW QUESTION # 91
You are running an instance of Cloud Spanner as the backend of your ecommerce website. You learn that the quality assurance (QA) team has doubled the number of their test cases. You need to create a copy of your Cloud Spanner database in a new test environment to accommodate the additional test cases. You want to follow Google-recommended practices. What should you do?

A. Use Cloud Functions to run the export in text format.
B. Use Cloud Functions to run the export in Avro format.
C. Use Dataflow to run the export in text format.
D. Use Dataflow to run the export in Avro format.

Answer: D

Explanation:
https://cloud.google.com/spanner/docs/import-export-overview#file-format

NEW QUESTION # 92
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