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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. Monitoring and performance tuning 2. Backup and restore strategies 3. Capacity planning and scaling
Ensure reliability, performance, and optimization	- Performance optimization 1. Workload tuning across database services 2. Indexing, query optimization, and caching strategies - 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. Online vs offline migration tools (e.g., Database Migration Service) 2. Lift-and-shift vs re-platforming
Design scalable and highly available database solutions	- Design for high availability and disaster recovery 1. Replication strategies and failover design 2. Regional vs multi-regional architectures - Select appropriate database services (relational, NoSQL, analytical) 1. Firestore and document database patterns 2. Bigtable use cases and schema design 3. Cloud SQL vs AlloyDB vs Spanner selection criteria

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Google Cloud Certified - Professional Cloud Database Engineer Sample Questions (Q112-Q117):

NEW QUESTION # 112
Your organization is running a MySQL workload in Cloud SQL. Suddenly you see a degradation in database performance. You need to identify the root cause of the performance degradation. What should you do?

A. Use Error Reporting to count, analyze, and aggregate the data.
B. Use Cloud Debugger to inspect the state of an application.
C. Use Logs Explorer to analyze log data.
D. Use Cloud Monitoring to monitor CPU, memory, and storage utilization metrics.

Answer: D

NEW QUESTION # 113
You need to issue a new server certificate because your old one is expiring. You need to avoid a restart of your Cloud SQL for MySQL instance. What should you do in your Cloud SQL instance?

A. Create a new client certificate, and download it.
B. Create a new server certificate, and download it.
C. Issue a rollback, and download your server certificate.
D. Reset your SSL configuration, and download your server certificate.

Answer: B

Explanation:
https://cloud.google.com/sql/docs/mysql/manage-ssl-instance#rotate

NEW QUESTION # 114
You need to provision several hundred Cloud SQL for MySQL instances for multiple project teams over a one-week period. You must ensure that all instances adhere to company standards such as instance naming conventions, database flags, and tags. What should you do?

A. Automate instance creation by setting up Terraform scripts.
B. Create clones from a template Cloud SQL instance.
C. Automate instance creation by writing a Dataflow job.
D. Create the instances using the Google Cloud Console UI.

Answer: D

NEW QUESTION # 115
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 whether your service account has cloudsql.instances.connect permission.
B. Ensure that you are using an external (public) IP address interface.
C. Enable the Cloud SQL Admin API.
D. Check the app.yaml value cloud_sql_instances for a misspelled or incorrect instance connection name.

Answer: C

Explanation:
https://cloud.google.com/sql/docs/mysql/connect-auth-proxy#troubleshooting

NEW QUESTION # 116
Your company uses Cloud Spanner for a mission-critical inventory management system that is globally available. You recently loaded stock keeping unit (SKU) and product catalog data from a company acquisition and observed hot-spots in the Cloud Spanner database. You want to follow Google-recommended schema design practices to avoid performance degradation. What should you do? (Choose two.)

A. Promote low-cardinality attributes in multi-attribute primary keys.
B. Normalize the data model.
C. Promote high-cardinality attributes in multi-attribute primary keys.
D. Use bit-reverse sequential value as the primary key.
E. Use an auto-incrementing value as the primary key.

Answer: C,D

Explanation:
https://cloud.google.com/spanner/docs/schema-design D because high cardinality means you have more unique values in the collumn. That's a good thing for a hot-spotting issue. E because Spanner specifically has this feature to reduce hot spotting. Basically, it generates unique values https://cloud.google.com/spanner/docs/schema-design#bit_reverse_primary_key D) Promote high-cardinality attributes in multi-attribute primary keys.
This is a correct answer because promoting high-cardinality attributes in multi-attribute primary keys can help avoid hotspots in Cloud Spanner. High-cardinality attributes are those that have many distinct values, such as UUIDs, email addresses, or timestamps1. By placing high-cardinality attributes first in the primary key, you can ensure that the rows are distributed more evenly across the key space, and avoid having too many requests sent to the same server2.
E) Use bit-reverse sequential value as the primary key.
This is a correct answer because using bit-reverse sequential value as the primary key can help avoid hotspots in Cloud Spanner. Bit-reverse sequential value is a technique that reverses the bits of a monotonically increasing value, such as a timestamp or an auto-incrementing ID1. By reversing the bits, you can create a pseudo-random value that spreads the writes across the key space, and avoid having all the inserts occurring at the end of the table2.

NEW QUESTION # 117
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