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Professional-Cloud-Database-Engineer Google Cloud Certified - Professional Cloud Database Engineer Questions and Answers

Questions 4

Your team is building a new inventory management application that will require read and write database instances in multiple Google Cloud regions around the globe. Your database solution requires 99.99% availability and global transactional consistency. You need a fully managed backend relational database to store inventory changes. What should you do?

Options:

A.

Use Bigtable.

B.

Use Firestore.

C.

Use Cloud SQL for MySQL

D.

Use Cloud Spanner.

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Questions 5

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.)

Options:

A.

Use an auto-incrementing value as the primary key.

B.

Normalize the data model.

C.

Promote low-cardinality attributes in multi-attribute primary keys.

D.

Promote high-cardinality attributes in multi-attribute primary keys.

E.

Use bit-reverse sequential value as the primary key.

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Questions 6

Your organization has a production Cloud SQL for MySQL instance. Your instance is configured with 16 vCPUs and 104 GB of RAM that is running between 90% and 100% CPU utilization for most of the day. You need to scale up the database and add vCPUs with minimal interruption and effort. What should you do?

Options:

A.

Issue a gcloud sql instances patch command to increase the number of vCPUs.

B.

Update a MySQL database flag to increase the number of vCPUs.

C.

Issue a gcloud compute instances update command to increase the number of vCPUs.

D.

Back up the database, create an instance with additional vCPUs, and restore the database.

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Questions 7

During an internal audit, you realized that one of your Cloud SQL for MySQL instances does not have high availability (HA) enabled. You want to follow Google-recommended practices to enable HA on your existing instance. What should you do?

Options:

A.

Create a new Cloud SQL for MySQL instance, enable HA, and use the export and import option to migrate your data.

B.

Create a new Cloud SQL for MySQL instance, enable HA, and use Cloud Data Fusion to migrate your data.

C.

Use the gcloud instances patch command to update your existing Cloud SQL for MySQL instance.

D.

Shut down your existing Cloud SQL for MySQL instance, and enable HA.

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Questions 8

Your company has PostgreSQL databases on-premises and on Amazon Web Services (AWS). You are planning multiple database migrations to Cloud SQL in an effort to reduce costs and downtime. You want to follow Google-recommended practices anduse Google native data migration tools. You also want to closely monitor the migrations as part of the cutover strategy. What should you do?

Options:

A.

Use Database Migration Service to migrate all databases to Cloud SQL.

B.

Use Database Migration Service for one-time migrations, and use third-party or partner tools for change data capture (CDC) style migrations.

C.

Use data replication tools and CDC tools to enable migration.

D.

Use a combination of Database Migration Service and partner tools to support the data migration strategy.

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Questions 9

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 regionbut in different zones. You need to ensure that you split the application load between both instances. What should you do?

Options:

A.

Use Cloud Load Balancing for load balancing between the Cloud SQL primary and read replica instances.

B.

Use PgBouncer to set up database connection pooling between the Cloud SQL primary and read replica instances.

C.

Use HTTP(S) Load Balancing for database connection pooling between the Cloud SQL primary and read replica instances.

D.

Use the Cloud SQL Auth proxy for database connection pooling between the Cloud SQL primary and read replica instances.

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Questions 10

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?

Options:

A.

roles/cloudsql.viewer and roles/spanner.databaseUser

B.

roles/cloudsql.editor and roles/spanner.admin

C.

roles/cloudsql.client and roles/spanner.databaseReader

D.

roles/cloudsql.instanceUser and roles/spanner.databaseUser

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Questions 11

You are working on a new centralized inventory management system to track items available in 200 stores, which each have 500 GB of data. You are planning a gradual rollout of the system to a few stores each week. You need to design an SQL database architecture that minimizes costs and user disruption during each regional rollout and can scale up or down on nights and holidays. What should you do?

Options:

A.

Use Oracle Real Application Cluster (RAC) databases on Bare Metal Solution for Oracle.

B.

Use sharded Cloud SQL instances with one or more stores per database instance.

C.

Use a Biglable cluster with autoscaling.

D.

Use Cloud Spanner with a custom autoscaling solution.

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Questions 12

You are managing two different applications: Order Management and Sales Reporting. Both applications interact with the same Cloud SQL for MySQL database. The Order Management application reads and writes to the database 24/7, but the Sales Reporting application is read-only. Both applications need the latest data. You need to ensure that the Performance of the Order Management application is not affected by the Sales Reporting application. What should you do?

Options:

A.

Create a read replica for the Sales Reporting application.

B.

Create two separate databases in the instance, and perform dual writes from the Order Management application.

C.

Use a Cloud SQL federated query for the Sales Reporting application.

D.

Queue up all the requested reports in PubSub, and execute the reports at night.

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Questions 13

You are a DBA of Cloud SQL for PostgreSQL. You want the applications to have password-less authentication for read and write access to the database. Which authentication mechanism should you use?

Options:

A.

Use Identity and Access Management (IAM) authentication.

B.

Use Managed Active Directory authentication.

C.

Use Cloud SQL federated queries.

D.

Use PostgreSQL database's built-in authentication.

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Questions 14

Your company is developing a global ecommerce website on Google Cloud. Your development team is working on a shopping cart service that is durable and elastically scalable with live traffic. Business disruptions from unplanned downtime are expected to be less than 5 minutes per month. In addition, the application needs to have very low latency writes. You need a data storage solution that has high write throughput and provides 99.99% uptime. What should you do?

Options:

A.

Use Cloud SQL for data storage.

B.

Use Cloud Spanner for data storage.

C.

Use Memorystore for data storage.

D.

Use Bigtable for data storage.

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Questions 15

You are the DBA of an online tutoring application that runs on a Cloud SQL for PostgreSQL database. You are testing the implementation of the cross-regional failover configuration. The database in region R1 fails over successfully to region R2, and the database becomes available for the application to process data. During testing, certain scenarios of the application work as expected in region R2, but a few scenarios fail with database errors. The application-related database queries, when executed in isolation from Cloud SQL for PostgreSQL in region R2, work as expected. The applicationperforms completely as expected when the database fails back to region R1. You need to identify the cause of the database errors in region R2. What should you do?

Options:

A.

Determine whether the versions of Cloud SQL for PostgreSQL in regions R1 and R2 are different.

B.

Determine whether the database patches of Cloud SQI for PostgreSQL in regions R1 and R2 are different.

C.

Determine whether the failover of Cloud SQL for PostgreSQL from region R1 to region R2 is in progress or has completed successfully.

D.

Determine whether Cloud SQL for PostgreSQL in region R2 is a near-real-time copy of region R1 but not an exact copy.

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Questions 16

You are running an instance of Cloud Spanner as the backend of your ecommerce website. You learn that the quality assurance (QA) team has doubled the number of their test cases. You need to create a copy of your Cloud Spanner database in a new test environment to accommodate the additional test cases. You want to follow Google-recommended practices. What should you do?

Options:

A.

Use Cloud Functions to run the export in Avro format.

B.

Use Cloud Functions to run the export in text format.

C.

Use Dataflow to run the export in Avro format.

D.

Use Dataflow to run the export in text format.

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Questions 17

Your company is launching a new globally distributed application with strict requirements for low latency, strong consistency, zero downtime, and high availability (HA). You need to configure a scalable database solution to support anticipated rapid growth and optimal application performance. What should you do?

Options:

A.

Create a Cloud SQL instance in HA mode with a cross-region read replica.

B.

Create an AlloyDB instance in HA mode with a cross-region read replica.

C.

Create a spanner instance across regions for optimal performance.

D.

Implement Bigtable with replication across multiple regions and configure to prioritize data accuracy.

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Questions 18

You are writing an application that will run on Cloud Run and require a database running in the Cloud SQL managed service. You want to secure this instance so that it only receives connections from applications running in your VPC environment in Google Cloud. What should you do?

Options:

A.

1. Create your instance with a specified external (public) IP address.

2. Choose the VPC and create firewall rules to allow only connections from Cloud Run into your instance.

3. Use Cloud SQL Auth proxy to connect to the instance.

B.

1. Create your instance with a specified external (public) IP address.

2. Choose the VPC and create firewall rules to allow only connections from Cloud Run into your instance.

3. Connect to the instance using a connection pool to best manage connections to the instance.

C.

1. Create your instance with a specified internal (private) IP address.

2. Choose the VPC with private service connection configured.

3. Configure the Serverless VPC Access connector in the same VPC network as your Cloud SQL instance.

4. Use Cloud SQL Auth proxy to connect to the instance.

D.

1. Create your instance with a specified internal (private) IP address.

2. Choose the VPC with private service connection configured.

3. Configure the Serverless VPC Access connector in the same VPC network as your Cloud SQL instance.

4. Connect to the instance using a connection pool to best manage connections to the instance.

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Questions 19

You are designing a physician portal app in Node.js. This application will be used in hospitals and clinics that might have intermittent internet connectivity. If a connectivity failure occurs, the app should be able to query the cached data. You need to ensure that the application has scalability, strong consistency, and multi-region replication. What should you do?

Options:

A.

Use Firestore and ensure that the PersistenceEnabled option is set to true.

B.

Use Memorystore for Memcached.

C.

Use Pub/Sub to synchronize the changes from the application to Cloud Spanner.

D.

Use Table.read with the exactStaleness option to perform a read of rows in Cloud Spanner.

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Questions 20

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?

Options:

A.

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.

B.

Create a Cloud SQL for MySQL instance with high availability (HA) disabled. Create a read replica in the same zone.

C.

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.

D.

Create a Cloud SQL for MySQL instance with high availability (HA) disabled. Create a read replica in a second region.

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Questions 21

Your company is shutting down their data center and migrating several MySQL and PostgreSQL databases to Google Cloud. Your database operations team is severely constrained by ongoing production releases and the lack of capacity for additional on-premises backups. You want to ensure that the scheduled migrations happen with minimal downtime and that the Google Cloud databases stay in sync with the on-premises data changes until the applications can cut over.

What should you do? (Choose two.)

Options:

A.

Use an external read replica to migrate the databases to Cloud SQL.

B.

Use a read replica to migrate the databases to Cloud SQL.

C.

Use Database Migration Service to migrate the databases to Cloud SQL.

D.

Use a cross-region read replica to migrate the databases to Cloud SQL.

E.

Use replication from an external server to migrate the databases to Cloud SQL.

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Questions 22

You have a non-critical business application running on Google Kubernetes Engine (GKE) in the app-dev VPC. You have created an AllayDB cluster with private Service Access (PSA) and no public IP address in the db-dev VPC. You want your application to securely connect to AllowDB in a cost-effective way. What should you do?

Options:

A.

Set up a high availability VPN between the app-dev and db-dev VPCs. Connect the application directly to AlloyDB.

B.

Connect by using the private IP address of the AlloyDB cluster directly from the application.

C.

Connect by using AlloyDB Auth Proxy installed in the GKE cluster.

D.

Install a SOCKS proxy in a VM in the db-dev VPC. Install AlloyDB Auth Proxy in your GKE cluster, and connect to the AlloyDB cluster through the SOCKS server and port.

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Questions 23

You work in the logistics department. Your data analysis team needs daily extracts from Cloud SQL for MySQL to train a machine learning model. The model will be used to optimize next-day routes. You need to export the data in CSV format. You want to follow Google-recommended practices. What should you do?

Options:

A.

Use Cloud Scheduler to trigger a Cloud Function that will run a select * from table(s) query to call the cloudsql.instances.export API.

B.

Use Cloud Scheduler to trigger a Cloud Function through Pub/Sub to call the cloudsql.instances.export API.

C.

Use Cloud Composer to orchestrate an export by calling the cloudsql.instances.export API.

D.

Use Cloud Composer to execute a select * from table(s) query and export results.

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Questions 24

Your organization has a security policy to ensure that all Cloud SQL for PostgreSQL databases are secure. You want to protect sensitive data by using a key that meets specific locality or residency requirements. Your organization needs to control the key's lifecycle activities. You need to ensure that data is encrypted at rest and in transit. What should you do?

Options:

A.

Create the database with Google-managed encryption keys.

B.

Create the database with customer-managed encryption keys.

C.

Create the database persistent disk with Google-managed encryption keys.

D.

Create the database persistent disk with customer-managed encryption keys.

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Questions 25

Your online delivery business that primarily serves retail customers uses Cloud SQL for MySQL for its inventory and scheduling application. The required recovery time objective (RTO) and recovery point objective (RPO) must be in minutes rather than hours as a part of your high availability and disaster recovery design. You need a high availability configuration that can recover without data loss during a zonal or a regional failure. What should you do?

Options:

A.

Set up all read replicas in a different region using asynchronous replication.

B.

Set up all read replicas in the same region as the primary instance with synchronous replication.

C.

Set up read replicas in different zones of the same region as the primary instance with synchronous replication, and set up read replicas in different regions with asynchronous replication.

D.

Set up read replicas in different zones of the same region as the primary instance with asynchronous replication, and set up read replicas in different regions with synchronous replication.

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Questions 26

You want to migrate an on-premises mission-critical PostgreSQL database to Cloud SQL. The database must be able to withstand a zonal failure with less than five minutes of downtime and still not lose any transactions. You want to follow Google-recommended practices for the migration. What should you do?

Options:

A.

Take nightly snapshots of the primary database instance, and restore them in a secondary zone.

B.

Build a change data capture (CDC) pipeline to read transactions from the primary instance, and replicate them to a secondary instance.

C.

Create a read replica in another region, and promote the read replica if a failure occurs.

D.

Enable high availability (HA) for the database to make it regional.

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Questions 27

You are building an Android game that needs to store data on a Google Cloud serverless database. The database will log user activity, store user preferences, and receive in-game updates. The target audience resides in developing countries that have intermittent internet connectivity. You need to ensure that the game can synchronize game data to the backend database whenever an internet network is available. What should you do?

Options:

A.

Use Firestore.

B.

Use Cloud SQL with an external (public) IP address.

C.

Use an in-app embedded database.

D.

Use Cloud Spanner.

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Questions 28

You are evaluating Cloud SQL for PostgreSQL as a possible destination for your on-premises PostgreSQL instances. Geography is becoming increasingly relevant to customer privacy worldwide. Your solution must support data residency requirements and include a strategy to:

configure where data is stored

control where the encryption keys are stored

govern the access to data

What should you do?

Options:

A.

Replicate Cloud SQL databases across different zones.

B.

Create a Cloud SQL for PostgreSQL instance on Google Cloud for the data that does not need to adhere to data residency requirements. Keep the data that must adhere to data residency requirements on-premises. Make application changes to support both databases.

C.

Allow application access to data only if the users are in the same region as the Google Cloud region for the Cloud SQL for PostgreSQL database.

D.

Use features like customer-managed encryption keys (CMEK), VPC Service Controls, and Identity and Access Management (IAM) policies.

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Questions 29

You have a large Cloud SQL for PostgreSQL instance. The database instance is not mission-critical, and you want to minimize operational costs. What should you do to lower the cost of backups in this environment?

Options:

A.

Set the automated backups to occur every other day to lower the frequency of backups.

B.

Change the storage tier of the automated backups from solid-state drive (SSD) to hard disk drive (HDD).

C.

Select a different region to store your backups.

D.

Reduce the number of automated backups that are retained to two (2).

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Questions 30

You have an application that sends banking events to Bigtable cluster-a in us-east. You decide to add cluster-b in us-central1. Cluster-a replicates data to cluster-b. You need to ensure that Bigtable continues to accept read and write requests if one of the clusters becomes unavailable and that requests are routed automatically to the other cluster. What deployment strategy should you use?

Options:

A.

Use the default app profile with single-cluster routing.

B.

Use the default app profile with multi-cluster routing.

C.

Create a custom app profile with multi-cluster routing.

D.

Create a custom app profile with single-cluster routing.

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Questions 31

You host an application in Google Cloud. The application is located in a single region and uses Cloud SQL for transactional data. 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 10PM. You want to ensure regular maintenance updates to your Cloud SQL instance without creating downtime for your users. What should you do?

Options:

A.

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.

B.

Create your database with one primary node and one read replica in the region.

C.

Enable maintenance notifications for users, and reschedule maintenance activities to a specific time after notifications have been sent.

D.

Configure your Cloud SQL instance with high availability enabled.

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Questions 32

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?

Options:

A.

Use Query Insights to identify idle instances.

B.

Remove inactive user accounts.

C.

Run the Recommender API to identify overprovisioned instances.

D.

Build indexes on heavily accessed tables.

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Questions 33

You are designing for a write-heavy application. During testing, you discover that the write workloads are performant in a regional Cloud Spanner instance but slow down byan order of magnitude in a multi-regional instance. You want to make the write workloads faster in a multi-regional instance. What should you do?

Options:

A.

Place the bulk of the read and write workloads closer to the default leader region.

B.

Use staleness of at least 15 seconds.

C.

Add more read-write replicas.

D.

Keep the total CPU utilization under 45% in each region.

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Questions 34

You need to redesign the architecture of an application that currently uses Cloud SQL for PostgreSQL. The users of the application complain about slow query response times. You want to enhance your application architecture to offer sub-millisecond query latency. What should you do?

Options:

A.

Configure Firestore, and modify your application to offload queries.

B.

Configure Bigtable, and modify your application to offload queries.

C.

Configure Cloud SQL for PostgreSQL read replicas to offload queries.

D.

Configure Memorystore, and modify your application to offload queries.

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Questions 35

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?

Options:

A.

Develop a custom data replication service to send data into BigQuery.

B.

Use Cloud SQL federated queries.

C.

Use Database Migration Service to replicate tables into BigQuery.

D.

Use Datastream to capture changes, and use Dataflow to write those changes to BigQuery.

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Questions 36

You are choosing a database backend for a new application. The application will ingest data points from IoT sensors. You need to ensure that the application can scale up to millions of requests per second with sub-10ms latency and store up to 100 TB of history. What should you do?

Options:

A.

Use Cloud SQL with read replicas for throughput.

B.

Use Firestore, and rely on automatic serverless scaling.

C.

Use Memorystore for Memcached, and add nodes as necessary to achieve the required throughput.

D.

Use Bigtable, and add nodes as necessary to achieve the required throughput.

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Questions 37

You want to migrate an on-premises 100 TB Microsoft SQL Server database to Google Cloud over a 1 Gbps network link. You have 48 hours allowed downtime to migrate this database. What should you do? (Choose two.)

Options:

A.

Use a change data capture (CDC) migration strategy.

B.

Move the physical database servers from on-premises to Google Cloud.

C.

Keep the network bandwidth at 1 Gbps, and then perform an offline data migration.

D.

Increase the network bandwidth to 2 Gbps, and then perform an offline data migration.

E.

Increase the network bandwidth to 10 Gbps, and then perform an offline data migration.

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Questions 38

You are migrating an on-premises application to Google Cloud. The application requires a high availability (HA) PostgreSQL database to support business-critical functions. Your company's disaster recovery strategy requires a recovery time objective (RTO) and recovery point objective (RPO) within 30 minutes of failure. You plan to use a Google Cloud managed service. What should you do to maximize uptime for your application?

Options:

A.

Deploy Cloud SQL for PostgreSQL in a regional configuration. Create a read replica in a different zone in the same region and a read replica in another region for disaster recovery.

B.

Deploy Cloud SQL for PostgreSQL in a regional configuration with HA enabled. Take periodic backups, and use this backup to restore to a new Cloud SQL for PostgreSQL instance in another region during a disaster recovery event.

C.

Deploy Cloud SQL for PostgreSQL in a regional configuration with HA enabled. Create a cross-region read replica, and promote the read replica as the primary node for disaster recovery.

D.

Migrate the PostgreSQL database to multi-regional Cloud Spanner so that a single region outage will not affect your application. Update the schema to support Cloud Spanner data types, and refactor the application.

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Questions 39

You are configuring a brand new PostgreSQL database instance in Cloud SQL. Your application team wants to have an optimal and highly available environment with automatic failover to avoid any unplanned outage. What should you do?

Options:

A.

Create one regional Cloud SQL instance with a read replica in another region.

B.

Create one regional Cloud SQL instance in one zone with a standby instance in another zone in the same region.

C.

Create two read-write Cloud SQL instances in two different zones with a standby instance in another region.

D.

Create two read-write Cloud SQL instances in two different regions with a standby instance in another zone.

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Questions 40

You are running a large, highly transactional application on Oracle Real Application Cluster (RAC) that is multi-tenant and uses shared storage. You need a solution that ensures high-performance throughput and a low-latency connection between applications and databases. The solution must also support existing Oracle features and provide ease of migration to Google Cloud. What should you do?

Options:

A.

Migrate to Compute Engine.

B.

Migrate to Bare Metal Solution for Oracle.

C.

Migrate to Google Kubernetes Engine (GKE)

D.

Migrate to Google Cloud VMware Engine

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Questions 41

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?

Options:

A.

Issue a rollback, and download your server certificate.

B.

Create a new client certificate, and download it.

C.

Create a new server certificate, and download it.

D.

Reset your SSL configuration, and download your server certificate.

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Exam Name: Google Cloud Certified - Professional Cloud Database Engineer
Last Update: Jun 19, 2025
Questions: 141

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