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

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

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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q55-Q60):

NEW QUESTION # 55
You are troubleshooting a connection issue with a newly deployed Cloud SQL instance on Google Cloud. While investigating the Cloud SQL Proxy logs, you see the message Error 403: Access Not Configured. What should you do?

A. Check the app.yaml value cloud_sql_instances for a misspelled or incorrect instance connection name.
B. Check whether your service account has cloudsql.instances.connect permission.
C. Enable the Cloud SQL Admin API.
D. Ensure that you are using an external (public) IP address interface.

Answer: A

NEW QUESTION # 56
An analytics team needs to read data out of Cloud SQL for SQL Server and update a table in Cloud Spanner.
You need to create a service account and grant least privilege access using predefined roles. What roles should you assign to the service account?

A. roles/cloudsql.editor and roles/spanner.admin
B. roles/cloudsql.instanceUser and roles/spanner.databaseUser
C. roles/cloudsql.viewer and roles/spanner.databaseUser
D. roles/cloudsql.client and roles/spanner.databaseReader

Answer: C

Explanation:
To read data out of Cloud SQL for SQL Server, you need to use a service account with the roles/cloudsql.
viewer role on the Cloud SQL instance. This role grants the service account permission to read data from the instance. Whereas roles/cloudsql.instanceUser will only allow to login to cloud SQL instance. No resource will be allowed to view.

NEW QUESTION # 57
You have a Cloud SQL for MySQL instance with a table of product information including a column of product descriptions. Your application development team is building a customer facing chatbot and would like to find the product that most closely matches a freeform text description provided by the customer. How should you enable this functionality-

A. Create and populate a column of product description embeddings on the product table and perform an approximate nearest neighbor search using the customer's search text.
B. Create a stored procedure that uses a regular expression to match the customer's search text to values in the product description column.
C. Create a SQL script that compares the product description and the customer's search text by using the SOUNDEXfunction.
D. Use the LIKEoperator to match the customer's search text to the product description and return similar rows.

Answer: A

Explanation:
By precomputing embeddings for each product description and storing them in your table, you can turn a freeform customer query into an embedding and then run an approximate nearest- neighbor search to find the semantically closest products. This approach delivers much more relevant matches than regex, LIKE, or SOUNDEX without overloading the database with expensive text-processing on every query.

NEW QUESTION # 58
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?

A. Grant the alloydb.viewer IAM role to each user.
B. Grant the alloydb.alloydbreplica IAM role to each user.
C. Grant the alloydb.client IAM role to each user.
D. Grant the new database users access privileges to the appropriate tables.

Answer: D

NEW QUESTION # 59
You plan to use Database Migration Service to migrate data from a PostgreSQL on-premises instance to Cloud SQL. You need to identify the prerequisites for creating and automating the task. What should you do? (Choose two.)

A. Shut down the database before the Data Migration Service task is started.
B. Ensure that all PostgreSQL tables have a primary key.
C. Drop or disable all users except database administration users.
D. Disable all foreign key constraints on the source PostgreSQL database.
E. Ensure that pglogical is installed on the source PostgreSQL database.

Answer: B,E

Explanation:
https://cloud.google.com/database-migration/docs/postgres/faq

NEW QUESTION # 60
......

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