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Question # 4

When creating machine learning models, a key initial step is to identify the type of model required. One of these is the classification model. Which of these statements define a classification model?

A.

A type of machine learning model for distinguishing among two or more discrete values. E.g. "book", "car".

B.

A type of machine learning model is a meta-model maker, which classifies algo-rithms based on the quality of their output.

C.

A type of machine learning model that outputs continuous (typically, floating-point) values. E.g. the predicted price of the house is $120,000.

D.

A type of classic model approach that is less used today and which has been re-placed by the regression model.

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Question # 5

You are a cloud architect in a software solution provider company, one of the client that is a Na-tional Bank who wants to build an application that deals with transactions processing, and it needs a relational database with petabyte of scale data. Which of the following Google Cloud Services will you use?

A.

Cloud SQL

B.

Cloud Bigtable

C.

Cloud Spanner

D.

Google Cloud BigQuery

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Question # 6

A Customer has their current SAP systems using Microsoft SQL Server as the Database. They are migrating to Google Cloud and also preparing to later migrate to the latest ver-sion of SAP. The entire IT team is being directed to focus on the migration to the new ver-sion of SAP. The new version of SAP does not use Microsoft SQL Server as the Database, Any but the most critical IT management tasks are being deprioritized, How should they migrate their current database to Google Cloud?

A.

Spanner

B.

Bare Metal

C.

BigQuery

D.

Cloud SQL

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Question # 7

A customer in the European Union region is very clear that their data should not go outside the Eu-ropean Union. Their end users are spread all over the European U. They have to choose a storage option that serves all the users within Asia via web browsers as quickly as possible. Which storage option will work for them?

A.

Cloud Storage with a single region that is known to be within the European U

B.

Cloud Filestore is connected to virtual machines which are guaranteed to be within the European U

C.

Cloud Storage with the multi-region option of European U

D.

Cloud Storage with the dual-region option of European U

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Question # 8

An e-commerce company's business has been booming. To keep up with the growth the IT team also grew. Many new people are being added and new resources are being set up. The CIO is in conver-sation with you over coffee one day and expresses her growing concern that they might be moving too fast. Their security checks and policies have not kept pace. She worries that somebody would make a misconfiguration or compliance violation thus exposing the company to data and privacy loss. What can you advise her?

A.

Use Cloud Identity-Aware Proxy to allow only specific users to access the data.

B.

Use Security Command Center to have a centralized view of assets and get noti-fied on misconfigurations and vulnerabilities.

C.

Use Cloud Data Loss Prevention to prevent the loss of any data.

D.

Use Cloud Armor to block any DDoS attacks that could be a threat.

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Question # 9

What are the different storage & database services in GCP? Which is Google cloud storage and da-tabase below the option

A.

Persistent Disk

B.

Cloud SQL.

C.

Cloud Bigtable

D.

Cloud Spanner

E.

All of the Above

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Question # 10

DriveSuper Inc. teaches its clients to drive cars and bikes and helps them get their license. They are planning to build a mobile application where users can sign up, plan their schedules, and take stock of progress. They want the onboarding process to be smooth and frictionless, giving users a great experience from the get-go. They want this done as quickly as possible and not be expensive. What is their best option on Google Cloud?

A.

Build the mobile app with Cloud SQL as the backend

B.

Build the mobile app with Cloud Storage as the backend

C.

Build the mobile application with Firebase as the backend

D.

Build the mobile app with Cloud Spanner as the backend

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Question # 11

You are a DevOps Engineer in an E-commerce company that sells products globally, across the countries, Customers buy products, add them to carts or check-in stock from different parts of the world with different timestamps, you need to choose a database that can scale globally without any hassle and lots of developer support, it should be consistent across regions, can scale horizontally to support enormous user, automatically replicates, shards and even auto transaction pro-cessing. Which of the following database do you choose?

A.

Cloud SQL

B.

Cloud Spanner

C.

Cloud Firestore.

D.

Cloud Storage.

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Question # 12

A customer of yours has an SLA with their client that a particular service will respond within 4 sec-onds. The end client has reported that it feels slower. Your engineers do a trial at the client site and notice that there seems to be a delay for many of the requests. It's your team's responsibility to iden-tify the issue quickly within the strict timeline for fixes according to the contract, and then fix it. What should you do?

A.

Recommend a move to serverless technologies which will scale automatically on demand.

B.

Add logging statements at multiple points in the application, build it, and deploy it. Now new requests will give us information on latency in the logs.

C.

Check if the browsers used by the client are different from yours. If they are, that's most likely the issue. Ensure that everybody uses the latest version of the browser that you are also using.

D.

Use Cloud Trace to collect latency data and track how requests propagate and why there is a delay.

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Question # 13

You are working for a hospital that stores its medical images in an on-premises data room and it is provided that the hospitals want to use Cloud Storage for archival storage of these images. You are required to design and implement a solution where the hospital wants an automated process to up-load any new medical images to Cloud Storage. On the basis of this statements which of the follow-ing statement is correct.

A.

Create a Pub/Sub topic, and enable a Cloud Storage trigger for the Pub/Sub topic. Create an application that sends all medical images to the Pub/Sub topic.

B.

Create a script that uses the gsutil command line interface to synchronize the on-premises storage with Cloud Storage. Schedule the script as a cron job.

C.

In the Cloud Console, go to Cloud Storage. Upload the relevant images to the ap-propriate bucket.

D.

Deploy a Dataflow job from the batch template, “Datastore to Cloud Storage” Schedule the batch job on the desired interval.

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Question # 14

Which of the followings are core components of Anthos?

A.

Infrastructure, container, and cluster management

B.

Secure software supply chain

C.

Multicluster & Configuration management

D.

All of the above are correct.

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Question # 15

Your client has an on-premises data center. Due to technical limitations, they are unable to scale globally. They have decided to adopt the public cloud. However, they don't want to locked into any one vendor and, therefore, would like to work with multiple cloud providers. They have used open source container technologies and would like to continue using them.

A.

Cloud Run which supports containers and can scale in a serverless fashion

B.

Kubernetes that runs containers as their core workloads

C.

AppEngine Flexible Environment which supports containers

D.

Anthos that runs containers as their core workloads

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Question # 16

Google Cloud Platform (GCP) provides three main compliance resource webpages. What are they? (Select Three Answer)

A.

Compliance Reports Manager

B.

Support Hub

C.

Compliance Offerings

D.

GDPR Home Page

E.

TechCentral

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Question # 17

Cloud Data Loss Prevention (DLP) is a fully managed service designed to help discover, classify, and protect the most sensitive data. DLP provides three key features (Select Three Answers)

A.

Classification

B.

De-identification

C.

De-classification

D.

Inspection

E.

Reinspection

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Question # 18

The Border Security Agency has hired your software services firm to build an application for them that will collect information about visas stamped on passports. You are given stamped images. You have to find out which country issued the visa and the period of validity. Pull out this data and put it into a database. Which of these applications would be suitable for that?

A.

Use Cloud Vision API - write code to identify the text blocks, copy the data, and store it

B.

Use TensorFlow - write code that will identify the type of visa and the bounding text blocks. Copy the data and then store it.

C.

Use AutoML - upload other images of visas and run the model creation process which will automatically identify the visas

D.

Use Data Labeling service - outsource the work of marking and extracting the in-formation to others.

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Question # 19

An organization wants to measure everything as part of its new DevOps philosophy. What should the organization measure?

A.

The reliability and health of their systems.

B.

The satisfaction and happiness of their employees.

C.

The risk and reward of their investments.

D.

The speed of their cloud adoption process.

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Question # 20

A customer has a tens of applications that are dependent on Oracle databases in their on-premise data centers. The customer wants to migrate to Google Cloud. Their long term goal is to move to other cloud native database technologies. What options do they have to initially move their data?

A.

Migrate to a Bare Metal server.

B.

Migrate to Cloud SQL.

C.

Since there is no hosted Oracle solution, leave the Oracle data on-premise while doing analytics on Google Cloud.

D.

Containerize Oracle and run it using Cloud Run.

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Question # 21

What service is a fully managed real-time messaging service that allows you to send and receive messages between independent applications.

A.

Cloud Datastore

B.

Cloud Pub/Sub

C.

Cloud DNS

D.

Cloud BigTable

E.

Cloud Spanner

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Question # 22

You are working in a company where you need to store Terabytes of Image Data daily and process them e.g. Taking photos of the entire planet 24 hours every day with satellite and sending data to data centres to store and process it. Which of the following would be the best combination for your infrastructure.

You are working in a company where you need to store Terabytes of Image Data daily and process them e.g. Taking photos of the entire planet 24 hours every day with satellite and sending data to data centres to store and process it. Which of the following would be the best combination for your infrastructure.

A.

Bare Metal Solutions with Google Cloud Storage.

B.

Google Cloud Storage & Google Cloud Compute Engines

C.

Google Cloud Storage & Preemptible VMs.

D.

None of the Above

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Question # 23

An organization wants to evaluate the performance of their entire cloud infrastructure, including metrics like server uptime and response rate reports. Which Google Cloud tool should the organi-zation use?

A.

Cloud Trace

B.

Cloud Monitoring

C.

Cloud Profiler

D.

Cloud Debugger

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Question # 24

The customer has applications that do data processing on-premise. They have been built using Ha-doop and Spark. What product should I use on Google Cloud?

A.

Dataproc

B.

Dataflow

C.

Dataprep

D.

Dataplex

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Question # 25

A customer has an application running in virtual machines. They are migrating this application to Google Cloud. They have previously had scaling issues when on-premises as VMs had to be pre-allocated. Capacity planning was repeatedly off mark - it's either too many VMs or too less. They want to match the capacity to demand while keeping the application running always. They don't have the time or budget to re-architect the systems using containers and Kubernetes at the mo-ment. What would be your recommendation?

A.

Run a load test on Compute Engine VMs. Get an estimate of usage. Then plan for a VM capacity of 25% above the load test value.

B.

Use the Managed Instance Group with Compute Engine

C.

Inform them that new-age companies are using microservices, containers, and Kubernetes for this and they can plan to rewrite the app quickly.

D.

Inform them that using a serverless option will take care of the scaling and they can move to Cloud Run or App Engine.

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Question # 26

A bank wants to track the success of their existing ATM network, which has been modernized with APIs to instantly notify customers about their transfers. What is the benefit of using Apigee to achieve this goal?

A.

It has dashboards that chart dimensions and metrics to report on APIs.

B.

It replicates banking APIs to create new business value.

C.

It measures and tracks their total cost of ownership (TCO).

D.

It allows developers to connect the banking APIs with the public cloud.

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Question # 27

What cloud service model would you want to select if you want to solve a particular busi-ness problem by providing CRM services in the cloud to your enterprises?

A.

CaaS

B.

SaaS

C.

PaaS

D.

IaaS

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Question # 28

Your company has made plans to roll out OpenShift, a Kubernetes platform solution offered by IBM Red Hat, across all its on-premises and public cloud environments. Given that you are the lead architect responsible for your company's GCP deployments, what type of shared responsibility model will this deployment entail for you?

A.

SaaS

B.

On premises

C.

PaaS

D.

IaaS

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Question # 29

Which of the following is true while creating a boot persistent disk from a snapshot.

A.

You cannot apply a snapshot to an existing persistent disk, or apply a snapshot to persistent disks that belong to a different project than that snapshot.

B.

It is only possible to apply data from a snapshot when you first create a persistent disk.

C.

After you create a snapshot of a boot persistent disk, you can apply data from that snapshot to new persistent disks.

D.

All of the above.

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Question # 30

What according to you are NOT the key capabilities of In-App Messaging?

A.

Target messages accordingly to the change in the behavior pattern of the target audience.

B.

Creating customized and flexible alerts

C.

Increasing conversion for user-to-user sharing

D.

Sending relevant messages to the target audience

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Question # 31

Which of the following storage options should you use when your company is using Cloud Storage to store application backup files for disaster recovery purposes, provided you want to follow Goog-le's recommended practices.

A.

Multi-Regional Storage

B.

Coldline storage

C.

Nearline Storage

D.

Regional Storage

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Question # 32

You are a program manager in a company and handling a project and you need to create a virtual machine on google cloud console that will be very simple to set up, by flipping a bit via command, API, or with developer console that gives you 30 seconds to shut down when you’re preempted, allow you to save your work that also helps in the company budget upto 70-80% of less charges than the regular VMs.

A.

Bare Metal Solutions

B.

Preemptible Virtual Machines.

C.

Google Cloud VM Instances

D.

None of the above.

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Question # 33

All Google Cloud Platform services are associated with a project that is used to provide what functions?

A.

Manage Container Deployments

B.

Enable Services and APIs

C.

Manage DNS Services

D.

None of the Above

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Question # 34

A customer deploys an application to App Engine and needs to check for Open Web Appli-cation Security Project (OWASP) vulnerabilities. Which service should be used to accom-plish this?

A.

Cloud Armor

B.

Cloud Security Scanner

C.

Binary Authorization

D.

Forseti Security

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Question # 35

“With cloud messaging you can Customize and deliver messages accordingly to the predetermined time in the user's local time zone.” Comment on the above statement.

A.

This statement is undefined.

B.

The above statement is partially true.

C.

The above statement is completely false.

D.

The above statement is completely true.

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Question # 36

While on-premise, an enterprise had multiple teams, each with its own analytics data store. Attempts to converge the storage for centralized, company-wide analysis failed because of speed and scaling issues. What would be the preferred destination architecture on Google Cloud?

A.

Migrate to Bigtable which provides high throughput reads and writes.

B.

Migrate to Cloud Spanner as a globally scalable SQL database.

C.

Migrate to BigQuery as a central data warehouse.

D.

Migrate to Cloud SQL which supports multiple databases like MySQL, PostgreSQL, and SQL Server - all of the customer's SQL databases can be accommodated here.

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Question # 37

What type of cloud computing service provides raw compute, storage, and network, organized in ways that are familiar to physical data centers?

A.

Database as a Service.

B.

Platform as a Service.

C.

Infrastructure as a Service.

D.

Software as a Service.

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Question # 38

You're negotiating SLAs with a customer. You have communicated that there will be a 99.99% (four 9s) availability for the service you are providing. Every aspect of the service is under your con-trol. They want to modify the reliability to 99.999% (five 9s). What do you tell them? (Choose two answer)

A.

Yes, that could be possible. If yes, there will be a significantly higher charge be-cause the effort is significantly higher too.

B.

Yes, that is possible, but there will be an additional charge of 9% for the service because that is the additional effort required.

C.

Yes, that is possible. There is hardly any difference to provide another 0.009% availability.

D.

Ask them for the reasonable downtime they are willing to absorb. If it is more than 60 minutes in an entire year, explain how the current SLA meets that requirement.

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Question # 39

Your application is onboarding a number of users. The details of the users very widely. What kind of database would be most suitable for this use case?

A.

NoSQL database like Firestore

B.

OLAP database like BigQuery which support SQL

C.

SQL database like MySQL or PostgreSQL

D.

OLTP database like Cloud Spanner

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Question # 40

Cloud SQL is a fully-managed relational database service for MySQL, PostgreSQL and SQL serv-ers, keeping Cloud SQL Google Cloud Service in mind, which of the following statements is/are correct?

A.

Data inside cloud SQL is automatically Encrypted.

B.

Cloud SQL automatically ensures your databases are reliable, secure, and scala-ble so that your business continues to run without disruption.

C.

With DMS (Database Migration Service) it becomes very easy to Migration of Pro-duction Database.

D.

All of the above

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Question # 41

Your company is running the majority of its workloads in a co-located data center. The workloads are running on virtual machines (VMs) on top of a hypervisor and use either Linux or Windows server editions. As part of your company’s transformation strategy, you need to modernize workloads as much as possible by adopting cloud-native technologies. You need to migrate the workloads into Google Cloud.

What should you do?

A.

Export the VMs into VMDK format, and import them into Compute Engine

B.

Export the VMs into VMDK format, and import them into Google Cloud VMware Engine

C.

Migrate the workloads using Migrate for Compute Engine

D.

Migrate the workloads using Migrate for Anthos

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Question # 42

Your organization needs to minimize how much it pays for data traffic from the Google network to the internet. What should your organization do?

A.

Choose the Standard network service tier.

B.

Choose the Premium network service tier.

C.

Deploy Cloud VPN.

D.

Deploy Cloud NAT.

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Question # 43

What are the key features of Google Cloud Identity.

A.

Multi-factor authentication (MFA)

B.

Single sign-on (SSO)

C.

Works with your favorite apps and Endpoint management

D.

All of the Above

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Question # 44

Your organization is building an application running in Google Cloud. Currently, software builds, tests, and regular deployments are done manually, but you want to reduce work for the team. Your organization wants to use Google Cloud managed solutions to automate your build, testing, and deployment process.

Which Google Cloud product or feature should your organization use?

A.

Cloud Scheduler

B.

Cloud Code

C.

Cloud Build

D.

Cloud Deployment Manager

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Question # 45

Your organization is developing an application that will capture a large amount of data from millions of different sensor devices spread all around the world. Your organization needs a database that is suitable for worldwide, high-speed data storage of a large amount of unstructured data.

Which Google Cloud product should your organization choose?

A.

Firestore

B.

Cloud Data Fusion

C.

Cloud SQL

D.

Cloud Bigtable

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Question # 46

The government has ordered an audit of your company's data. You have hired an external company to conduct the audit. They need to be able to review the data stored in your Cloud Storage buckets across eight projects. How would you grant them access?

A.

Give the auditors an Owner role on the eight buckets so that they have proper access.

B.

Give them Storage Object Viewer access to the buckets in those eight projects.

C.

They might need access to all projects as the audit progresses; so give them access to all Storage buckets so that you don't have to do it repeatedly later on.

D.

They might need access to all projects as the audit progresses; so give them the Editor role on all Storage buckets so that you don't have to do it repeatedly later on.

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Question # 47

An IoT platform is providing services to home security systems. They have more than a million customers, each with many home devices. Burglaries or child safety issues are concerns that the clients customers. Therefore, the platform has to respond very quickly in near real time. What could be a typical data pipeline used to support this platform on Google Cloud?

A.

Cloud Pub/Sub, Cloud Dataflow, Data Studio

B.

Cloud Functions, Cloud Dataproc, Looker

C.

Cloud Pub/Sub, Cloud Dataflow, BigQuery

D.

Cloud Functions, Cloud Dataproc, BigQuery

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Question # 48

Your organization runs a distributed application in the Compute Engine virtual machines. Your organization needs redundancy, but it also needs extremely fast communication (less than 10 milliseconds) between the parts of the application in different virtual machines.

Where should your organization locate this virtual machines?

A.

In a single zone within a single region

B.

In different zones within a single region

C.

In multiple regions, using one zone per region

D.

In multiple regions, using multiple zones per region

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Question # 49

A startup is planning to create their entire suite of applications on Google Cloud. They are looking at various open source technologies to build applications. One of the considera-tion is about having a well integrated monitoring tool. They have to be able to constantly review load capacity and performance of their applications and virtual machines. What would you advise them to do?

A.

It is best to build a custom solution so that they know it integrates well with all their custom applications.

B.

Since they are using open source for applications, find another open source monitoring tool and integrate it, which could turn out to be very cheap.

C.

Use the Google Cloud Operations Suite which contains monitoring among other operations tools.

D.

Update the application code to regularly write to output logs. Export the logs to BigQuery to analyze them frequently.

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Question # 50

Your organization needs to analyze data in order to gather insights into its daily operations. You only want to pay for the data you store and the queries you perform. Which Google Cloud product should your organization choose for its data analytics warehouse?

A.

Cloud SQL

B.

Dataproc

C.

Cloud Spanner

D.

BigQuery

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Question # 51

Your organization uses Active Directory to authenticate users. Users’ Google account access must be removed when their Active Directory account is terminated.

How should your organization meet this requirement?

A.

Configure two-factor authentication in the Google domain

B.

Remove the Google account from all IAM policies

C.

Configure BeyondCorp and Identity-Aware Proxy in the Google domain

D.

Configure single sign-on in the Google domain

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Question # 52

You are a program manager for a team of developers who are building an event-driven application to allow users to follow one another’s activities in the app. Each time a user adds himself as a follower of another user, a write occurs in the real-time database.

The developers will develop a lightweight piece of code that can respond to database writes and generate a notification to let the appropriate users know that they have gained new followers. The code should integrate with other cloud services such as Pub/Sub, Firebase, and Cloud APIs to streamline the orchestration process. The application requires a platform that automatically manages underlying infrastructure and scales to zero when there is no activity.

Which primary compute resource should your developers select, given these requirements?

A.

Google Kubernetes Engine

B.

Cloud Functions

C.

App Engine flexible environment

D.

Compute Engine

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Question # 53

Your organization runs an application on virtual machines in Google Cloud. This application processes incoming images. This activity takes hours to create a result for each image. The workload for this application normally stays at a certain baseline level, but at regular intervals it spikes to a much greater workload. Your organization needs to control the cost to run this application.

What should your organization do?

A.

Purchase committed use discounts for the baseline load

B.

Purchase committed use discounts for the expected spike load

C.

Leverage sustained use discounts for your virtual machines

D.

Run the workload on preemptible VM instances

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Question # 54

Your organization stores highly sensitive data on-premises that cannot be sent over the public internet. The data must be processed both on-premises and in the cloud.

What should your organization do?

A.

Configure Identity-Aware Proxy (IAP) in your Google Cloud VPC network

B.

Create a Cloud VPN tunnel between Google Cloud and your data center

C.

Order a Partner Interconnect connection with your network provider

D.

Enable Private Google Access in your Google Cloud VPC network

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Question # 55

What conditions be true if a VM interface wants to send packets to the external IP addresses of Google APIs and services using Private Google Access?

A.

VM interface does not have an external IP address assigned.

B.

VM interface is connected to a subnet where Private Google Access is disabled

C.

Both A and B

D.

None of the Above.

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Question # 56

An organization wants to search for and share plug-and-play AI components which can easily build ML services into their project. Which Google Cloud product should the organi-zation use?

A.

Document AI

B.

AI Hub

C.

Cloud Talent Solution

D.

Recommendations AI

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Question # 57

An organization wants to move from a strategic cloud adoption maturity level to a trans-formational one. How should the organization change the way they scale?

A.

None of these

B.

Deploy changes when problems arise.

C.

Deploy changes programmatically.

D.

Review changes manually.

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Question # 58

Your customer currently has a hybrid cloud setup including their on-premises data center and AWS. They are consolidating all their services on Google Cloud as part of a modernization plan and want to spend less IT effort in the future. There are about 10 MySQL and 25 PostgreSQL databases across the two DCs. What is the best option to for them?

A.

Use the Data Catalog Service to manage the metadata of the databases

B.

Use Cloud Dataflow service and setup Google's Cloud SQL as the sink and the others as the source, which will cause the data to flow in as expected.

C.

Use the Database Migration Service

D.

Use the Bare Metal Solution and copy the databases directly as they are on-premises and on AWS.

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Question # 59

Your organization is on a critical path with recently developed applications. They are going into production in a month. A few million users are expected to use the new application. They want to ensure minimum disruption when the application goes live. Any issues have to be dealt with within minutes and resolved as quickly as possible. Which Support package should they take?

A.

Enhanced Support

B.

Standard Support

C.

Basic Support

D.

Premium Support

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Question # 60

Your organization needs to establish private network connectivity between its on-premises network and its workloads running in Google Cloud. You need to be able to set up the connection as soon as possible.

Which Google Cloud product or feature should you use?

A.

Cloud Interconnect

B.

Direct Peering

C.

Cloud VPN

D.

Cloud CDN

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Question # 61

Your organization runs all its workloads on Compute Engine virtual machine instances. Your organization has a security requirement: the virtual machines are not allowed to access the public internet. The workloads running on those virtual machines need to access BigQuery and Cloud Storage, using their publicly accessible interfaces, without violating the security requirement.

Which Google Cloud product or feature should your organization use?

A.

Identity-Aware Proxy

B.

Cloud NAT (network address translation)

C.

VPC internal load balancers

D.

Private Google Access

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Question # 62

Your customer is making a decision on whether to move to Google Cloud. Their key concern is about 10,000 VMs that are part of their IT infrastructure used across more than 110 applications. They are apprehensive of too many changes at this stage. They want to get to Google Cloud in the easiest way possible with minimal disruption. What option would you recommend for them?

A.

Use Migrate for Anthos

B.

Lift and shift the VMs to serverless options like App Engine Flex.

C.

Re-architect on-prem to use Kubernetes and then slowly extend and bridge the on-prem data center to the Google Cloud data center.

D.

Use Migrate for Compute

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Question # 63

Which Google Cloud service or feature lets you build machine learning models using Standard SQL and data in a data warehouse?

A.

BigQuery ML

B.

TensorFlow

C.

AutoML Tables

D.

Cloud Bigtable ML

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Question # 64

Your company has been using a shared facility for data storage and will be migrating to Google Cloud. One of the internal applications uses Linux custom images that need to be migrated.

Which Google Cloud product should you use to maintain the custom images?

A.

App Engine flexible environment

B.

Compute Engine

C.

App Engine standard environment

D.

Google Kubernetes Engine

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Question # 65

Your organization is developing a plan for migrating to Google Cloud.

What is a best practice when initially configuring your Google Cloud environment?

A.

Create a project via Google Cloud Console per department in your company

B.

Define your resource hierarchy with an organization node on top

C.

Create projects based on tem members’ requests

D.

Make every member of your company the project owner

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Question # 66

An organization wants to dynamically adjust its application to serve different user needs. What are the benefits of storing their data in the cloud for this use case?

A.

Data can be stored in archive for long term access

B.

Automatic data cleaning and validation

C.

Real-time data ingestion and analysis

D.

No data access management required

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Question # 67

Your organization is moving an application to Google Cloud. As part of that effort, it needs to migrate the application’s working database from another cloud provider to Cloud SQL. The database runs on the MySQL engine. The migration must cause minimal disruption to users. Data must be secured while in transit.

Which should your organization use?

A.

BigQuery Data Transfer Service

B.

MySQL batch insert

C.

Database Migration Service

D.

Cloud Composer

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Question # 68

You are leading projects in an IT services company. Your customer's project requires analyzing im-ages. They have many 10s of 1000s of raw images that they have made available to you. Your small technology team needs to build a machine learning model. The images are unlabeled. You don't have the people or the capacity to label the images. What is your approach?

A.

Look for open-source labeled images that closely resemble the given images.

B.

Request data labeling service from Google.

C.

Tell the customer it is their duty to label the images.

D.

Hire temporary workers who can quickly label the images.

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Question # 69

Your Google Cloud Platform [GCP] admin has to manage a bunch of API keys for external services that are accessed by different applications, which are used by a few teams. What is the best way to manage them?

A.

Share the information in a Github repository and grant access to the repo in IAM as required.

B.

Store the information in Secret Manager and give IAM read permissions as re-quired.

C.

Store the information in Kubernetes Secrets and only grant read permissions to users as required.

D.

Encrypt the information and store it in Cloud Storage for centralized access. Give the decrypt key only to the users who need to access it.

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Question # 70

Your organization needs to ensure that the Google Cloud resources of each of your departments are segregated from one another. Each department has several environments of its own: development, testing, and production. Which strategy should your organization choose?

A.

Create a project per department, and create a folder per environment in each project.

B.

Create a folder per department, and create a project per environment in each folder.

C.

Create a Cloud Identity domain per department, and create a project per environment in each domain.

D.

Create a Cloud Identity domain per environment, and create a project per department in each domain.

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Question # 71

Your customer has reliable information to indicate that they will use a certain amount of computing and analytics. The workloads are critical and they don't want to take a chance with VMs or BigQuery slots being unavailable during a peak period. How can they ensure that they allocate the capacity?

A.

Send in the filled form to Google Cloud support to reserve the Compute Engine and BigQuery resources required.

B.

Create reservations on Compute Engine and BigQuery.

C.

On the day the capacity is required, set a scheduled job that will provision as many resources as required and lock it in.

D.

Google Cloud is elastic for resources. You cannot reserve resources in advance; it is pay per use.

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Question # 72

Which of the following options is/are correct about Preemptible VMs?

A.

Preemptible VMs don't have fixed pricing.

B.

Both A & B

C.

None of the Above.

D.

You can not use Preemptible VMs at fault-tolerant workloads such as high-performance computing, big data and analytics, continuous integration/continuous delivery (CI/CD), rendering/transcoding, and testing.

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Question # 73

A company with its own private data center has called you in for help with their disaster recovery planning. News of multiple ransomware attacks has made them very anxious. They want to make they are well prepared for such an eventuality. Which of these would be good recommendations?

A.

It is better to have redundancy; so, set up another private data center nearby so that you can quickly go over in case of an emergency.

B.

It is better to have redundancy; use one or many of the Google Cloud datacenters as a backup location.

C.

The one data center is enough, as long as the data is encrypted; attackers won't be able to read the data.

D.

The one data center is enough as long as you regularly back up data and save it in another place in the same DC.

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Question # 74

A customer has new applications to build that has to handle both batch data and streaming data. Which product should they choose?

A.

Dataprep

B.

Dataflow

C.

Dataproc

D.

Data Fusion

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Question # 75

You are looking for a one stop reference page for GCP support. What Page would you se-lect?

A.

Compliance Hub

B.

Google Cloud Platform Status

C.

Support Hub

D.

Pricing Page

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Question # 76

Your organization is defining the resource hierarchy for its new application in Google Cloud. You need separate development and production environments. The production environment will be deployed in Compute Engine in two regions. Which structure should your organization choose?

A.

Create a single project for all environments. Use labels to segregate resources by environment.

B.

Create a single project for all environments. Use tags to segregate resources by environment.

C.

Create one project for the development environment and one project for the production environment.

D.

Create two projects for the development environment and two projects for the production environment (one for each region).

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Question # 77

Your team is publishing research results and needs to make large amounts of data available to other researchers within the professional community and the public at minimum cost.

How should you host the data?

A.

Use a Cloud Storage bucket and enable "Requester Pays.'

B.

Use a Cloud Storage bucket and provide Signed URLs for the data files.

C.

Use a Cloud Storage bucket and set up a Cloud Interconnect connection to allow access to the data.

D.

Host the data on-premises. and set up a Cloud Interconnect connection to allow access to the data.

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Question # 78

Your organization is running all its workloads in a private cloud on top of a hypervisor. Your organization has decided it wants to move to Google Cloud as quickly as possible. Your organization wants minimal changes to the current environment, while using the maximim amount of managed services Google offers.

What should your organization do?

A.

Migrate the workloads to Google Cloud VMware Engine

B.

Migrate the workloads to Compute Engine

C.

Migrate the workloads to Bare Metal Solution

D.

Migrate the workloads to Google Kubernetes Engine

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Question # 79

The operating systems of some of your organization’s virtual machines may have a security vulnerability.

How can your organization most effectively identify all virtual machines that do not have the latest security update?

A.

View the Security Command Center to identify virtual machines running vulnerable disk images

B.

View the Compliance Reports Manager to identify and download a recent PCI audit

C.

View the Security Command Center to identify virtual machines started more than 2 weeks ago

D.

View the Compliance Reports Manager to identify and download a recent SOC 1 audit

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Question # 80

Your organization is developing a mobile app and wants to select a fully featured cloud-based compute platform for it.

Which Google Cloud product or feature should your organization use?

A.

Google Kubernetes Engine

B.

Firebase

C.

Cloud Functions

D.

App Engine

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Question # 81

An organization is struggling to meet user demand for change and wants to modernize their legacy applications by moving the applications to the cloud

Why would this help the organization satisfy user expectations'?

A.

Toil automation helps make automatic updates

B.

Updates can be pushed out more quickly to repair bugs

C.

Customer data can be used to offer tailored content

D.

DevOps requires that industry trends be measured and tracked

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Question # 82

An organization is hosting an application in Europe, and customers in Asia are reporting slow response times despite their fast internet connection.

What is the problem?

A.

Misconfigured application servers

B.

Network latency

C.

Not enough application servers

D.

Network bandwidth

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Question # 83

Your organization is migrating to Google Cloud. As part of that effort, it needs to move terabytes of data from on-premises file servers to Cloud Storage. Your organization wants the migration process to be automated and to be managed by Google. Your organization has an existing Dedicated Interconnect connection that it wants to use. Which Google Cloud product or feature should your organization use?

A.

Storage Transfer Service

B.

Migrate for Anthos

C.

BigQuery Data Transfer Service

D.

Transfer Appliance

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Question # 84

How should a multinational organization that is migrating to Google Cloud consider security and privacy regulations to ensure that it is in compliance with global standards?

A.

Comply with data security and privacy regulations in each geographical region

B.

Comply with regional standards for data security and privacy, because they supersede all international regulations

C.

Comply with international standards for data security and privacy, because they supersede all regional regulations

D.

Comply with regional data security regulations, because they’re more complex than privacy standards

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Question # 85

An organization is using three cloud vendors to maximize their available deployment locations worldwide They are using GKE Enterprise to deploy Kubernetes applications across different clouds What type is this deployment?

A.

On-premises

B.

Private cloud

C.

Multi-cloud

D.

Hybrid-cloud

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Question # 86

An organization is building advanced machine learning models in Google Cloud by using TensorFlow. They want to develop their models faster with purpose-built hardware. Which solution should the organization use?

A.

CPUs

B.

GPUs

C.

TPUs

D.

DPUs

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Question # 87

How does the legal concept of data sovereignty affect data*?

A.

An individual has the right to control their personal data

B.

Data must always be encrypted in transit and at rest.

C.

Data is subject to the laws and regulations of the country where it resides.

D.

A country has the right to access the data generated within its borders

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Question # 88

An organization wants to move from a tactical cloud adoption approach to a transformational approach.

How should they change their cloud security?

A.

Provide staff identities using only Google Cloud authentication.

B.

Provide multiple layers of network security using a zero-trust model.

C.

Emphasize strong perimeter security and trust in their private network.

D.

Emphasize three main Identity Access Management roles: owner, editor, and viewer.

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Question # 89

An organization wants to leverage cloud technologies but is concerned about vendor lodc-in.

What would mitigate this concern?

A.

Service level agreements

B.

Open standards

C.

Database services

D.

Scalable infrastructure

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Question # 90

An organization is deciding on the layout of their resource hierarchy in Google Cloud. They have several projects within a folder. What will happen when user access policies are applied to the folder?

A.

The policy applies to the folder only, and will not be inherited by any projects.

B.

The policy will be inherited by the projects and their resources within the folder.

C.

The policy will be applied to all folders within the organization.

D.

The policy will be inherited by the projects in the folder but will not affect their resources.

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Question # 91

What is generative Al?

A.

A specific field of Al that can be used to create content

B.

An umbrella term that includes all types of machine learning algorithms

C.

An Al model for labeling images

D.

A machine learning model for language translation

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Question # 92

An organization meets their service level objective (SLO) of 99 999% ("five nines")

How much downtime do their end users experience per year?

A.

5 minutes

B.

500 minutes

C.

5 hours

D.

5 days

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Question # 93

An organization is searching for an open-source machine learning platform to build and deploy their own custom machine learning applications using TPUs.

Which Google Cloud product or service should the organization use?

A.

TensorFlow

B.

BigQuery ML

C.

Vision API

D.

AutoML Vision

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Question # 94

An organization has petabytes of data gathered from a wide range of sources They want to use the data for strategic analysis and to guide business decisions What type of service should they use*?

A.

Non-relational document database

B.

Object store

C.

Data warehouse

D.

Relational transactional database

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Question # 95

Why should an organization consider the total cost of ownership (TCO) when moving from on-premises to the cloud?

A.

To evaluate error budget

B.

To understand service level availability

C.

To evaluate return on investment

D.

To calculate required compute power

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Question # 96

An organization wants to run their custom application in the cloud in a flexible and scalable way without managing any infrastructure.

Which service model should they use?

A.

Infrastructure as a service

B.

Platform as a service

C.

Network as a service

D.

Software as a service

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Question # 97

An organization is training a machine learning model to predict extreme weather events in their country.

How should they collect data to maximize prediction accuracy?

A.

Collect all weather data evenly across all cities

B.

Collect all weather data primarily from at-risk cities

C.

Collect extreme weather data evenly across all cities

D.

Collect extreme weather data primarily from at-risk cities

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Question # 98

A cinema company wants to build a model to predict customer visit patterns for the coming year. They have three years of customer visit data across 300 theaters; however, the data has been stored in different formats by different theaters. They must train the ML model. What should they do?

A.

Choose an ML model type that can process different formats of input data.

B.

Transform the data into a consistent format.

C.

Use the last year of data so there are fewer inconsistencies for the model to handle.

D.

Group different format types and train a different model for each group.

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Question # 99

An e-commerce organization is reviewing their cloud data storage.

What type of raw data can they store in a relational database without any processing?

A.

Product inventory

B.

Product photographs

C.

Instructional videos

D.

Customer chat history

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Question # 100

An organization needs a platform to create custom end-to-end artificial intelligence models.

Which Google Cloud product or service should the organization use?

A.

Dataproc

B.

Compute Engine

C.

Recommendations AI

D.

Vertex AI

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Question # 101

Which scenario is a good use case for machine learning?

A.

Creating customer recommendations

B.

Solving ethical dilemmas

C.

Classifying data with no prior examples

D.

Tasks that require human experience and intuition

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Question # 102

An organization is migrating their business applications from on-premises to the cloud.

How could this impact their operations and personnel costs?

A.

Reduced on-premises infrastructure management costs

B.

Increased on-premises hardware maintenance costs

C.

Reduced cloud software licensing costs

D.

Increased cloud hardware management costs

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Question # 103

How is service availability measured in the context of cloud technology?

A.

Number of available regions

B.

Percentage of uptime

C.

Speed of response time

D.

Number of downtime incidents

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Question # 104

An organization wants to use an open source library with a flexible ecosystem of tools to create and train its own machine learning models Which product or solution should the organization use1?

A.

Cloud Functions

B.

TensorFlow

C.

Apache Beam

D.

Dataflow

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Question # 105

After rolling out a new update, an organization found a minor bug in its online video game.

How should the organization approach this bug while following SRE principles?

A.

Accept and learn from the bug because failure is normal

B.

Accept and ignore the bug because it is only minor

C.

Hold a postmortem to reprimand the employee responsible for the bug

D.

Document bug correction to eliminate all future bugs

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Question # 106

When customer data is uploaded to Google Cloud, who owns the data?

A.

The customer and Google share ownership

B.

The customer

C.

Google

D.

A third party

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Question # 107

What is an organization exclusively responsible for when they access an application through a software as a service (SaaS) model?

A.

Maintaining overall system operability

B.

Maintaining customer-facing content

C.

Monitoring data center servers

D.

Monitoring computer networks

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Question # 108

An organization needs to store structured, semi-structured, and unstructured data in its raw, native format in the same repository.

Which cloud data management solution should the organization use?

A.

Data field

B.

Data lake

C.

Database

D.

Data warehouse

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Question # 109

An organization wants to search hundreds of scanned documents for key information like dates, names, and other specific words.

Why should the organization use application programming interfaces (APIs)?

A.

To replace the scanned documents with an online survey

B.

To ingest data in real time and encrypt unmatched words

C.

To create digital versions of the documents and locate key information

D.

To transform the documents into unstructured data.

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Question # 110

An organization wants to build custom machine learning models They require a managed platform that provides services to gather data build models and then deploy and monitor those models Which service should they use?

A.

Document Al

B.

Natural Language API

C.

Kubernetes Engine

D.

Vertex Al

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Question # 111

A retail organization has moved all of their inventory data to a relational database in the cloud.

What functionality does a relational database offer?

A.

It analyzes unstructured data which can then be accessed in multiple regions

B.

It stores transactional data which can then be accessed electronically

C.

It stores large amounts of raw data in its original format

D.

It rapidly analyzes large and multi-dimensional datasets

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Question # 112

An organization has a small development team that has created a web application which runs in a single container. They need a simple serverless and scalable way to host their container Which Google service should the organization use?

A.

Cloud Run

B.

Kubernetes Engine

C.

App Engine

D.

Compute Engine

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Question # 113

An organization needs a flexible and scalable NoSQL database with strong web and mobile application support. Which Google Cloud product or service should the organization use?

A.

Cloud Spanner

B.

BigQuery

C.

Cloud Storage

D.

restore

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Question # 114

An organization has collected petabytes of historical data. They need an advanced analysis solution that is fast, scalable, and fully managed. Which Google product or service should the organization use?

A.

BigOuery

B.

Cloud Storage

C.

Cloud SQL

D.

Firestore

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Question # 115

An organization is planning to deploy a new workload to Google Cloud. They need an accurate estimate of the likely costs of running the workload. How should the organization create this estimate?

A.

Use the Google Cloud Pricing Calculator.

B.

Deploy workload to test environment to observe costs.

C.

Use historic costs of an existing similar workload.

D.

Refer to pricing information and manually calculate an estimate.

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Question # 116

An organization is looking for a business intelligence solution that allows individual employees and end users to analyze business data and generate insights.

Which Google Cloud product or service should the organization use?

A.

Looker

B.

Cloud Spanner

C.

BigQuery

D.

Dataflow

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Question # 117

An organization needs to run frequent updates for their business app.

Why should the organization use Google Kubernetes Engine (GKE)?

A.

Customer expectations can be adjusted without using marketing tools

B.

Seamless changes can be made without causing any application downtime.

C.

GKE handles version control seamlessly and out of the box

D.

GKE is well suited for all monolithic applications

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Question # 118

An organization wants to refactor their application by using a microservices architecture when migrating to the cloud. Which benefit would this action provide?

A.

The refactored application is more efficient and scalable.

B.

No code changes will be required.

C.

This migration pattern provides the fastest path to the cloud.

D.

The application will become PCI-DSS compliant by default.

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Question # 119

An organization wants to use BigQuery data analytics to understand their website performance, but wants to move only some data into the cloud.

Which environment should the organization use?

A.

Private cloud

B.

On-premises

C.

Multi-cloud

D.

Hybrid cloud

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Question # 120

How does the resource hierarchy in Google Cloud help organizations implement security policies?

A.

Policies can be applied at the folder level and are inherited by projects inside the folder

B.

Policies can only be applied to individual projects

C.

Projects in the resource hierarchy are not affected by security policies.

D.

Policies can only be applied at the organization level and affect all projects

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Question # 121

What is the benefit of using a serverless data processing pipeline service?

A.

Pipeline infrastructure is fully managed and scalable.

B.

Processed data will not require analysis.

C.

Full control over compute resources is provided.

D.

Processed data is guaranteed to be free of errors.

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Question # 122

An organization is moving away from an on-premises infrastructure. Instead, they want to create, access, and share information virtually in the cloud.

What should the organization consider?

A.

Built-in security when moving their data to the cloud

B.

Replacing their perimeter security with data encryption keys

C.

Optimizing cost-management with a capital expenditure model

D.

Increased hardware capacity when moving their data to the cloud

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Question # 123

An organization needs protection against distributed denial-of-service (DDoS) attacks. Which Google Cloud service should the organization use?

A.

Cloud Build

B.

Google Cloud Armor

C.

Security Command Center

D.

Cloud VPN

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Question # 124

A food delivery service needs access to real-time menu information from all partner restaurants. They also need to share customer order information with the restaurants in real time.

What should the organization use?

A.

Site reliability engineering (SRE)

B.

An application programming interface (API)

C.

A customized machine learning model

D.

A multi-regional database

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