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

Section	Weight	Objectives
Manage a solution that spans multiple database technologies	25%	- Optimize cost and performance 1. Automate operational tasks 2. Cost optimization 3. Scaling strategies - Manage database operations and maintenance 1. Updates and upgrades 2. Index management 3. Data lifecycle management - Determine connectivity and access management 1. User authentication and authorization 2. IAM policies and permissions - Configure monitoring and troubleshooting 1. Performance monitoring 2. Query optimization 3. Troubleshoot common issues
Migrate data solutions	14%	- Implement migration and replication 1. Schema conversion 2. Migration tool selection 3. Data replication methods - Validate and cut over migration 1. Cutover procedures 2. Data integrity verification - Design migration strategies 1. Downtime requirements analysis 2. Fall-back planning
Design innovative, scalable, and highly available cloud database solutions	32%	- Design for security and compliance 1. Access control and IAM 2. Compliance requirements 3. Data encryption - Design for backup and recovery 1. RTO and RPO design 2. Backup strategies 3. Data import/export planning - Design for high availability and reliability 1. Disaster recovery planning 2. Replication strategies 3. High availability configurations - Analyze variables for capacity and usage planning 1. Size compute and storage resources 2. Evaluate performance and cost tradeoffs 3. Solution sizing based on workload and requirements
Deploy scalable and highly available databases in Google Cloud	20%	- Configure monitoring and alerting 1. Performance dashboards 2. Health checks and alerts - Implement high availability solutions 1. Provision HA configurations 2. Multi-region replication 3. Read replicas deployment - Automate deployment and scaling 1. Infrastructure as Code 2. Auto-scaling setup

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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q188-Q193):

NEW QUESTION # 188
You are setting up a Bare Metal Solution environment. You need to update the operating system to the latest version. You need to connect the Bare Metal Solution environment to the internet so you can receive software updates. What should you do?

A. Set up bring your own IP (BYOIP) in your VPC.
B. Set up a Cloud NAT gateway on the Compute Engine VM.
C. Set up Cloud NAT service.
D. Setup a static external IP address in your VPC network.

Answer: B

Explanation:
https://cloud.google.com/bare-metal/docs/bms-setup#bms-access-internet-vm-nat

NEW QUESTION # 189
Your organization needs to migrate a critical, on-premises MySQL database to Cloud SQL for MySQL. The on-premises database is on a version of MySQL that is supported by Cloud SQL and uses the InnoDB storage engine. You need to migrate the database while preserving transactions and minimizing downtime. What should you do?

A. Use Database Migration Service to connect to your on-premises database, and choose continuous replication.
After the on-premises database is migrated, promote the Cloud SQL for MySQL instance, and connect applications to your Cloud SQL instance.
B. Pause the on-premises applications.
Use the mysqldump utility to dump the database content in CSV format.
Run gsutil -m to move the dump file to Cloud Storage.
Use the Cloud SQL for MySQL import option.
After the import operation is complete, re-point the applications to the Cloud SQL for MySQL instance.
C. Build a Cloud Data Fusion pipeline for each table to migrate data from the on-premises MySQL database to Cloud SQL for MySQL.
Schedule downtime to run each Cloud Data Fusion pipeline.
Verify that the migration was successful.
Re-point the applications to the Cloud SQL for MySQL instance.
D. Pause the on-premises applications.
Use the mysqldump utility to dump the database content in compressed format.
Run gsutil -m to move the dump file to Cloud Storage.
Use the Cloud SQL for MySQL import option.
After the import operation is complete, re-point the applications to the Cloud SQL for MySQL instance.

Answer: A

Explanation:
https://cloud.google.com/database-migration/docs/mysql/configure-source-database To migrate the database while preserving transactions and minimizing downtime, you should use Database Migration Service. This service will allow you to migrate the database in a way that is transparent to your users and applications. It will also allow you to test the migration before you make it live, so that you can be sure that everything will work as expected.

NEW QUESTION # 190
You are running a Cloud SQL for PostgreSQL 13 Enterprise Edition instance. During an audit, you discovered that the write-ahead logs used for point-in-time recovery (PITR) are stored on disk. You need to store PITR logs in a Cloud Storage bucket going forward. How should you do this without compromising recoverability or losing the current PITR logs-

A. Upgrade to Enterprise Plus Edition.
B. Disable PITR, then enable PITR.
C. Change the transaction logs (WAL) retention period.
D. Clone the instance. Create a new instance with PITR retention set to 30 days.

Answer: A

Explanation:
You should upgrade your instance to Enterprise-Plus - the in-place upgrade will automatically switch your WAL archival from local disk to Cloud Storage (for any Enterprise-edition instance that had PITR enabled before Jan-9,-2023) without downtime or losing existing logs.

NEW QUESTION # 191
You are running a mission-critical application on a Cloud SQL for PostgreSQL database with a multi-zonal setup. The primary and read replica instances are in the same region but in different zones. You need to ensure that you split the application load between both instances. What should you do?

A. Use PgBouncer to set up database connection pooling between the Cloud SQL primary and read replica instances.
B. Use Cloud Load Balancing for load balancing between the Cloud SQL primary and read replica instances.
C. Use the Cloud SQL Auth proxy for database connection pooling between the Cloud SQL primary and read replica instances.
D. Use HTTP(S) Load Balancing for database connection pooling between the Cloud SQL primary and read replica instances.

Answer: B

NEW QUESTION # 192
Your organization stores marketing data such as customer preferences and purchase history on Bigtable. The consumers of this database are predominantly data analysts and operations users. You receive a service ticket from the database operations department citing poor database performance between 9 AM-10 AM every day.
Theapplication team has confirmed no latency from their logs. A new cohort of pilot users that is testing a dataset loaded from a third-party data provider is experiencing poor database performance. Other users are not affected. You need to troubleshoot the issue. What should you do?

A. Use Key Visualizer for Bigtable.
B. Isolate the data analysts and operations user groups to use different Bigtable instances.
C. Check the Cloud Monitoring table/bytes_used metric from Bigtable.
D. Add more nodes to the Bigtable cluster.

Answer: A

Explanation:
https://cloud.google.com/bigtable/docs/performance#troubleshooting

NEW QUESTION # 193
......

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