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

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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q143-Q148):

NEW QUESTION # 143
You host an application in Google Cloud. The application is located in a single region and uses Cloud SQL for transactional dat a. Most of your users are located in the same time zone and expect the application to be available 7 days a week, from 6 AM to 10 PM. You want to ensure regular maintenance updates to your Cloud SQL instance without creating downtime for your users. What should you do?

A. Enable maintenance notifications for users, and reschedule maintenance activities to a specific time after notifications have been sent.
B. Create your database with one primary node and one read replica in the region.
C. Configure a maintenance window during a period when no users will be on the system. Control the order of update by setting non-production instances to earlier and production instances to later.
D. Configure your Cloud SQL instance with high availability enabled.

Answer: C

Explanation:
Configure a maintenance window during a period when no users will be on the system. Control the order of update by setting non-production instances to earlier and production instances to later.

NEW QUESTION # 144
You run a toy sales ecommerce application on Spanner. The application contains details about the various product listings such as name, category, description, and review(s). Your leadership wants to enable customers to ask free-form questions about the product catalog. You want to implement this functionality in the easiest, quickest, and least expensive way possible.
What should you do?

A. Create, train and deploy a custom ML model(s). Fetch toy details from Spanner and invoke ML predictions from the application layer to return the response.
B. Register an existing Generative AI Vertex model in Spanner. Use the ML.PREDICTfunction to supply the model with a user query along with the product information in a SQL query. Return the response back to the application.
C. Generate vector embeddings for product information in Spanner. Find the vector with the smallest distance between the users' query and existing product information or review by using the EUCLIDEAN_DISTANCE()function in Spanner. Return the closest product information or review.
D. Create a Spanner full-text search index. Find the product information or review against the user's question in a SQL query. Return the response back to the application.

Answer: B

Explanation:
Registering an existing Vertex AI generative model in Spanner and calling it with ML.PREDICT lets you implement free-form Q&A directly from SQL without building custom ML pipelines, generating/maintaining embeddings, or deploying your own model - making it the quickest and lowest-effort approach while keeping the solution cost-effective by reusing a managed model.

NEW QUESTION # 145
Your company's mission-critical, globally available application is supported by a Cloud Spanner database.
Experienced users of the application have read and write access to the database, but new users are assigned read-only access to the database. You need to assign the appropriate Cloud Spanner Identity and Access Management (IAM) role to new users being onboarded soon. What roles should you set up?

A. roles/spanner.backupWriter
B. roles/spanner.viewer
C. roles/spanner.databaseUser
D. roles/spanner.databaseReader

Answer: D

Explanation:
https://cloud.google.com/spanner/docs/iam?hl=it

NEW QUESTION # 146
Your organization has hundreds of Cloud SQL for MySQL instances. You want to follow Google-recommended practices to optimize platform costs. What should you do?

A. Run the Recommender API to identify overprovisioned instances.
B. Use Query Insights to identify idle instances.
C. Build indexes on heavily accessed tables.
D. Remove inactive user accounts.

Answer: A

Explanation:
The Cloud SQL overprovisioned instance recommender helps you detect instances that are unnecessarily large for a given workload. It then provides recommendations on how to resize such instances and reduce cost. This page describes how this recommender works and how to use it. https://cloud.google.com/sql/docs/mysql/recommender-sql-overprovisioned#:~:text=The%20Cloud%20SQL%20overprovisioned%20instance%20recommender%20helps%20you%20detect%20instances%20that%20are%20unnecessarily%20large%20for%20a%20given%20workload.%20It%20then%20provides%20recommendations%20on%20how%20to%20resize%20such%20instances%20and%20reduce%20cost.%20This%20page%20describes%20how%20this%20recommender%20works%20and%20how%20to%20use%20it.

NEW QUESTION # 147
You are deploying a Cloud SOL for MySQL database to serve a non-critical application. The database size is
10 GB and will be updated every night with data stored in a Cloud Storage bucket. The database serves read- only traffic from the application during the day. The data locally requirement of This application mandates that data must reside in a single region. You want to minimize the cost of running this database while maintaining an RTO of 1 day. What should you do?

A. Create a Cloud SQL for MySQL instance with high availability (HA) disabled. Create a read replica in the same zone.
B. Create a Cloud SQL for MySQL instance with high availability (HA) disabled. Configure automated backups of the Cloud SQL instance and use a custom backup location to store backups in a Cloud Storage bucket in the same region.
C. Create a Cloud SQL for MySQL instance with high availability (HA) disabled. Create a read replica in a second region.
D. Create a Cloud SQL for MySQL instance with high availability (HA) enabled. Configure automated backups of the Cloud SQL instance and use the default backup location.

Answer: B

NEW QUESTION # 148
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