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

SectionObjectives
Ensure reliability, performance, and optimization- Performance optimization
  • 1. Indexing, query optimization, and caching strategies
    • 2. Workload tuning across database services
      - Security and compliance
      • 1. IAM roles and access control
        • 2. Encryption at rest and in transit
          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- Select appropriate database services (relational, NoSQL, analytical)
              • 1. Firestore and document database patterns
                • 2. Cloud SQL vs AlloyDB vs Spanner selection criteria
                  • 3. Bigtable use cases and schema design
                    - Design for high availability and disaster recovery
                    • 1. Replication strategies and failover design
                      • 2. Regional vs multi-regional architectures
                        Manage a database solution spanning multiple systems- Operational database management
                        • 1. Monitoring and performance tuning
                          • 2. Capacity planning and scaling
                            • 3. Backup and restore strategies

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                              Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q94-Q99):

                              NEW QUESTION # 94
                              You are configuring a new application that has access to an existing Cloud Spanner database.
                              The new application reads from this database to gather statistics for a dashboard. You want to follow Google-recommended practices when granting Identity and Access Management (IAM) permissions. What should you do?

                              Answer: D

                              Explanation:
                              spanner.database.select is not enough, you also need a spanner.database.read which is included in Cloud Spanner Database Reader role.


                              NEW QUESTION # 95
                              Your organization is currently updating an existing corporate application that is running in another public cloud to access managed database services in Google Cloud. The application will remain in the other public cloud while the database is migrated to Google Cloud. You want to follow Google-recommended practices for authentication. You need to minimize user disruption during the migration. What should you do?

                              Answer: D

                              Explanation:
                              https://cloud.google.com/iam/docs/workload-identity-federation


                              NEW QUESTION # 96
                              You are building an application that allows users to customize their website and mobile experiences. The application will capture user information and preferences. User profiles have a dynamic schema, and users can add or delete information from their profile. You need to ensure that user changes automatically trigger updates to your downstream BigQuery data warehouse. What should you do?

                              Answer: A


                              NEW QUESTION # 97
                              Your company is using Cloud SQL for MySQL with an internal (private) IP address and wants to replicate some tables into BigQuery in near-real time for analytics and machine learning. You need to ensure that replication is fast and reliable and uses Google-managed services. What should you do?

                              Answer: B

                              Explanation:
                              "Datastream is a serverless and easy-to-use Change Data Capture (CDC) and replication service that allows you to synchronize data across heterogeneous databases, storage systems, and applications reliably and with minimal latency. Datastream supports change data streaming from Oracle and MySQL databases to Google Cloud Storage (GCS). The service offers streamlined integration with Dataflow templates to power up to date materialized views in BigQuery for analytics, replicate their databases into Cloud SQL or Cloud Spanner for database synchronization, or leverage the event stream directly from GCS to realize event-driven architectures."


                              NEW QUESTION # 98
                              You are setting up a new AlloyDB instance and want users to be able to use their existing identity and Access Managemen (IAM) identities to connect to AlloyDB. You have performed the following steps:
                              Manually enabled IAM authentication on the AlloyDB instance
                              Granted the allowdb-databaseUser and serviceusage.serviceusageConsumer IAM roles to the users Created new AllowDB database users based on corresponding IAM identities Users are able to connect but are reporting that they are not able to SELECT from application tables. What should you do?

                              Answer: B


                              NEW QUESTION # 99
                              ......

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