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Google Cloud-Digital-Leader Dumps

Google Cloud Digital Leader exam Questions and Answers

Question 1

An organization needs to store daily transactional data such as customer records and purchase history. The data follows a consistent schema and is cross-referenced. Which type of service should the organization use?

Options:

A.

Non-relational database

B.

Data lake

C.

Relational database

D.

Data warehouse

Question 2

An organization wants to use Apigee to manage all their application programming interfaces (APIs).

What will Apigee enable the organization to do?

Options:

A.

Increase application privacy

B.

Measure and track API performance Most Voted

C.

Analyze application development speed

D.

Market and sell APIs

Question 3

An organization is deploying applications to the cloud using platform as a service.

In the shared responsibility model, what remains the responsibility of the customer organization?

Options:

A.

Physical security

B.

Network security

C.

Operations

D.

Data access policies

Question 4

What is a defining function of streaming analytics?

Options:

A.

Processing data records in batches

B.

Processing data records continuously

C.

Accessing data with high latency

D.

Processing a one-off data backfill

Question 5

An organization wants to introduce a new image recognition login system

What should the organization do to follow SRE principles?

Options:

A.

Roll out the new system to a subset of employees to test it out

B.

Roll out the new system to all employees to collect as much data as possible

C.

Avoid rolling out the new system because it may have security flaws

D.

Avoid rolling out the new system because it may violate privacy policy

Question 6

How would a global organization benefit from managing their data with Cloud Spanner?

Options:

A.

Cloud Spanner is optimized for cold storage

B.

Cloud Spanner replicates data across regions in real time

C.

Cloud Spanner is optimized to ingest unstructured data

D.

Cloud Spanner visualizes and analyzes data in real time

Question 7

An organization wants to develop an application that can be personalized to user preferences throughout the year.

Why should they build a cloud-native application instead of modernizing their existing on-premises application?

Options:

A.

Developers can rely on the cloud provider for all source code

B.

Developers can launch new features in an agile way

C.

IT managers can migrate existing application architecture without needing updates

D.

IT managers can accelerate capital expenditure planning

Question 8

An organization wants to build an entirely new infrastructure and applications in the cloud.

Which application modernization approach should the organization use?

Options:

A.

Move the application to the cloud, and then change it.

B.

Change their application, and then move it to the cloud.

C.

Invent in greenfield.

D.

Invent in brownfield.

Question 9

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?

Options:

A.

Site reliability engineering (SRE)

B.

An application programming interface (API)

C.

A customized machine learning model

D.

A multi-regional database

Question 10

An online retail organization wants to optimize their service.

What is an example of unstructured data that they can use to make decisions?

Options:

A.

Customer survey comments

B.

Seller location coordinates

C.

Product sales trends

D.

Warehouse inventory records

Question 11

An international bank is looking for a serverless warehouse solution that lets them perform smart analytics

Which Google Cloud product or service should the bank use?

Options:

A.

BigQuery

B.

Dataflow

C.

Compute Engine

D.

Cloud Spanner

Question 12

Why is data stored in Google Cloud secure and private?

Options:

A.

Data is encrypted by the Security Command Center

B.

Data is encrypted by Cloud Data Loss Prevention

C.

Data is encrypted by default

D.

Data is encrypted when an appropriate tag is applied

Question 13

An organization operates their entire IT infrastructure from Google Cloud.

What should they do to prepare for data breaches?

Options:

A.

Reduce reliance on multi-factor authentication

B.

Data security is Google's responsibility, so preparation is minimal

C.

Create an incident plan to mitigate impacts

D.

Strengthen their data center perimeter security

Question 14

An organization wants to analyze data in a data warehouse. How should they proceed?

Options:

A.

Choose a system to store structured and semi-structured data that supports ad-hoc analysis and custom reporting.

B.

Copy unstructured data into a single large object store.

C.

Ensure data is stored in structured tables and rows to support transactional queries and relationships.

D.

Import data into a semi-structured time-series database.

Question 15

What is a benefit of Google's purpose-built servers compared to standard servers?

Options:

A.

They run software that cannot be deployed on standard servers.

B.

They are backward compatible with legacy disk drives.

C.

They are optimized for specific tasks making them more efficient.

D.

They are cheaper to build than standard servers.

Question 16

An organization is developing a new container-based application. They do not know how popular the application will be when launched and they do not want to pay for idle infrastructure resources. Which benefit of serverless computing will address this concern?

Options:

A.

Reduced development costs

B.

Built-in security

C.

Scalability

D.

Disaster recovery

Question 17

What is an example of unstructured data that organizations can capture from social media?

Options:

A.

Post comments

B.

Tagging

C.

Profile picture

D.

Location

Question 18

What is a benefit of the OpEx model for cloud security?

Options:

A.

Organizations can deploy custom security hardware.

B.

Organizations do not need to make upfront capital investments in cloud security.

C.

Organizations do not need to configure any security settings for cloud resources.

D.

The cloud provider guarantees security.

Question 19

An organization has created an application that can diagnose different medical conditions when users submit images of their affected body parts.

Which Google Cloud product or service did the organization use?

Options:

A.

App Engine

B.

Machine learning

C.

Cloud Logging

D.

Cloud Profiler

Question 20

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?

Options:

A.

Looker

B.

Cloud Spanner

C.

BigQuery

D.

Dataflow

Question 21

An organization wants to write and run small pieces of code in a serverless way that respond to events like huge discounts.

Which Google Cloud compute solution should the organization use?

Options:

A.

Google Kubernetes Engine

B.

Cloud Functions

C.

Bare Metal Solution

D.

Compute Engine

Question 22

An organization has a large dataset that contains text transcripts of conversations between their customers and service representatives. They want an automated solution to identify the topics their customers care most about. Which service should the organization use?

Options:

A.

Cloud Translation API

B.

Speech-to-Text API

C.

Vision API

D.

Natural Language API

Question 23

An organization wants to transform multiple types of structured and unstructured data in the cloud from various sources. The data must be readily accessible for analysis and insights.

Which cloud data storage system should the organization use?

Options:

A.

Relational database

B.

Private data center

C.

Data field

D.

Data warehouse

Question 24

A global organization is developing an application to manage payments and online bank accounts in multiple regions. Each transaction must be handled consistently in their database, and they anticipate almost unlimited growth in the amount of data stored.

Which Google Cloud product should the organization choose?

Options:

A.

Cloud SQL

B.

Cloud Spanner

C.

Cloud Storage

D.

BigQuery

Question 25

An organization has a large VMWare environment that they want to migrate to the cloud. They want to retain existing operational processes and tools. Which Google Cloud service should the organization use?

Options:

A.

Google Cloud VMware Engine

B.

Bare Metal Solution

C.

VMWare vSphere

D.

Compute Engine

Question 26

An organization is developing applications by using Kubernetes. They want their teams to spend more time developing rather than managing clusters. Which Google Cloud service should the organization choose?

Options:

A.

Cloud Run

B.

Compute Engine

C.

GKE Autopilot

D.

GKE Standard

Question 27

An organization has servers running mission-critical workloads on-premises around the world. They want to modernize their infrastructure with a multi-cloud architecture.

What benefit could the organization experience?

Options:

A.

Ability to disable regional network connectivity during cyber attacks

B.

Ability to keep backups of their data on-premises in case of failure

C.

Full management access to their regional infrastructure

D.

Reduced likelihood of system failure during high demand events

Question 28

An organization's web developers and operations personnel use different systems.

How will increasing communication between the teams reduce issues caused by silos?

Options:

A.

By assigning blame for failures and establishing consequences

B.

By combining job role responsibilities to ensure that everyone has shared access

C.

By increasing data encryption to strengthen workflows

D.

By emphasizing shared ownership of business outcomes

Question 29

A manufacturing organization has a large collection of images labeled as intact or defective parts. They want to use this data to build a simple solution to detect faulty parts on their production line. They have no data science expertise. Which solution should they use?

Options:

A.

Discovery Al for Retail

B.

Pre-trainedAPIs

C.

Document Al

D.

AutoML

Question 30

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?

Options:

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

Question 31

What is monitoring within the context of cloud operations?

Options:

A.

Observing cloud expenditure in real time to ensure that budgets are not exceeded

B.

Collecting predefined and custom metrics from applications and infrastructure

C.

Tracking user activities to guarantee compliance with privacy regulations

D.

Tracing user location to document regional access and utilization

Question 32

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?

Options:

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.

Question 33

A retail company stores their product inventory in a legacy system. Often, customers find products on the company's website and want to purchase them in-store.

However, when they arrive, they discover that the products are out of stock.

How could the company benefit from using an application programming interface (API)?

Options:

A.

To create personalized product recommendations for customers

B.

To optimize their on-premises legacy system stability

C.

By manually linking each inventory system to the website on a case-by-case basis

D.

By programmatically connecting the inventory system to their website

Question 34

An employee receives an email from their internet service provider asking for their bank account number and password.

Which cybersecurity threat is this?

Options:

A.

Ransomware

B.

Distributed Denial of Service

C.

Spamming

D.

Phishing

Question 35

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?

Options:

A.

BigOuery

B.

Cloud Storage

C.

Cloud SQL

D.

Firestore

Question 36

A financial organization has many customers who close their accounts every year. The organization wants to use data and Al to identify at-risk customers, so they can retain customers by offering discounts and improved services. What should the organization do?

Options:

A.

Create a survey for all customers to identify their current level of satisfaction.

B.

Create a report based on last year's customer feedback.

C.

Create a dashboard of previous customers that have exited, and look for obvious correlations in the visualization.

D.

Create a ML model based on the demographics and activities of previous customers that exited.

Question 37

What is an example of structured data that a healthcare facility stores in their system?

Options:

A.

X-ray images

B.

Surgery video recordings

C.

Blood pressure history

D.

Physician-written notes

Question 38

Your organization is developing an application that will manage payments and online bank accounts located around the world. The most critical requirement for your database is that each transaction is handled consistently. Your organization anticipates almost unlimited growth in the amount of data stored.

Which Google Cloud product should your organization choose?

Options:

A.

Cloud SQL

B.

Cloud Storage

C.

Firestore

D.

Cloud Spanner

Question 39

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?

Options:

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.

Question 40

Your organization wants to be sure that is expenditures on cloud services are in line with the budget. Which two Google Cloud cost management features help your organization gain greater visibility into its cloud resource costs? (Choose two.)

Options:

A.

Billing dashboards

B.

Resource labels

C.

Sustained use discounts

D.

Financial governance policies

E.

Payments profile

Question 41

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?

Options:

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.

Question 42

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?

Options:

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.

Question 43

You want to build an application that will allow customers to register and login. It would be great to have the ability to secure it with multi-factor authentication and the ability to reset credentials. As a small startup, you want to build the main application as quickly as possible and have minimum overhead. Which might be a suitable option for you on Google Cloud?

Options:

A.

Since identity and credentials should be secure and private, do not trust other ser-vice providers.

B.

Cloud Identity

C.

Google Workspace

D.

Cloud Identity Platform

Question 44

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?

Options:

A.

Cloud SQL

B.

Dataproc

C.

Cloud Spanner

D.

BigQuery

Question 45

Your organization wants to migrate your on-premises environment to Google Cloud. The on-premises environment consists of containers and virtual machine instances. Which Google Cloud products can help to migrate the container images and the virtual machine disks?

Options:

A.

Compute Engine and Filestore

B.

Artifact Registry and Cloud Storage

C.

Dataflow and BigQuery

D.

Pub/Sub and Cloud Storage

Question 46

Your organization is developing and deploying an application on Google Cloud. Tracking your Google Cloud spending needs to stay as simple as possible.

What should you do to ensure that workloads in the development environment are fully isolated from production workloads?

Options:

A.

Apply a unique tag to development resources

B.

Associate the development resources with their own network

C.

Associate the development resources with their own billing account

D.

Put the development resources in their own project

Question 47

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?

Options:

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.

Question 48

Your team has developed a machine learning model for your customer. The test results indicate very strong predictive capability. The model is then deployed in production. Evaluation of the predictions in production show that they are off by a pronounced margin. What is the issue and how can you solve for it?

Options:

A.

The model is under fitted. Train with less data.

B.

The model is over fitted. Add more features to the model to fix it.

C.

The model is fine since the test results are good. Fix the production of incoming data.

D.

The model is overfitted. Train with more data.

Question 49

What is the difference between Standard and Coldline storage?

Options:

A.

Coldline storage is for data for which a slow transfer rate is acceptable.

B.

Standard and Coldline storage have different durability guarantees.

C.

Standard and Coldline storage use different APIs.

D.

Coldline storage is for infrequently accessed data.

Question 50

Your organization needs to restrict access to a Cloud Storage bucket. Only employees who are based in Canada should be allowed to view the contents.

What is the most effective and efficient way to satisfy this requirement?

Options:

A.

Deploy the Cloud Storage bucket to a Google Cloud region in Canada

B.

Configure Google Cloud Armor to allow access to the bucket only from IP addresses based in Canada

C.

Give each employee who is based in Canada access to the bucket

D.

Create a group consisting of all Canada-based employees, and give the group access to the bucket

Question 51

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

Options:

A.

Choose the Standard network service tier.

B.

Choose the Premium network service tier.

C.

Deploy Cloud VPN.

D.

Deploy Cloud NAT.

Question 52

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?

Options:

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.

Question 53

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?

Options:

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).

Question 54

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?

Options:

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

Question 55

Your organization wants to predict the behavior of visitors to its public website. To do that, you have decided to build a machine learning model. Your team has database-related skills but only basic machine learning skills, and would like to use those database skills.

Which Google Cloud product or feature should your organization choose?

Options:

A.

BigQuery ML

B.

LookML

C.

TensorFlow

D.

Cloud SQL

Question 56

Your organization wants to migrate its data management solutions to Google Cloud because it needs to dynamically scale up or down and to run transactional SQL queries against historical data at scale. Which Google Cloud product or service should your organization use?

Options:

A.

BigQuery

B.

Cloud Bigtable

C.

Pub/Sub

D.

Cloud Spanner

Question 57

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?

Options:

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.

Question 58

An organization's applications run on an inflexible, on-premises architecture. The organization has decided to modernize their existing applications with the cloud. What may have prompted this business decision?

Options:

A.

Developers want cloud providers to take full control of their application performance.

B.

IT managers want cloud providers to automatically deploy their infrastructure.

C.

IT managers want to stop making gradual changes.

D.

Developers want to test ideas and experiment with more ease.

Question 59

As your organization increases its release velocity, the VM-based application upgrades take a long time to perform rolling updates due to OS boot times. You need to make the application deployments faster.

What should your organization do?

Options:

A.

Migrate your VMs to the cloud, and add more resources to them

B.

Convert your applications into containers

C.

Increase the resources of your VMs

D.

Automate your upgrade rollouts

Question 60

An organization has created an ecommerce website. What data on this website would be considered structured data?

Options:

A.

Product photographs

B.

Product reviews

C.

Product descriptions

D.

Product ratings score

Question 61

An organization wants to scale their existing virtual machine architecture as quickly as possible. Why should the organization use VMware Engine?

Options:

A.

To archive virtual machine instances.

B.

To deploy custom APIs seamlessly.

C.

To migrate virtual machines to containers.

D.

To replatform virtual machines as they are.

Question 62

The CFO is attending one of the preliminary meetings in the migration strategy meeting. She brings up the concern about costs. They have contracts with their vendors and the payments they will need to make when purchasing any kind of infrastructure. This gives them a clear view of numbers for resource budgeting and planning. Can she get the same kind of clarity on Google Cloud?

Options:

A.

Yes. Do a trial run of typical workloads. See the billing amount and that becomes the base reference.

B.

Yes, the Cloud Native Computing Foundation publishes yearly numbers on the cost of running the cloud. Use that as a reference.

C.

Yes, the Pricing Calculator can be used to estimate the cost of resources.

D.

Yes, Google provides a typical cost of application workloads by region and indus-try. Use that as a reference.

Question 63

Which of the following is/are true about Anthos?

Options:

A.

Enterprise-grade container orchestration and management service.

B.

Modernizing your security for hybrid and multi-cloud deployments

C.

Fully managed service mesh with built-in visibility

D.

All of the Above

Question 64

You are migrating workloads to the cloud. The goal of the migration is to serve customers worldwide as quickly as possible According to local regulations, certain data is required to be stored in a specific geographic area, and it can be served worldwide. You need to design the architecture and deployment for your workloads.

What should you do?

Options:

A.

Select a public cloud provider that is only active in the required geographic area

B.

Select a private cloud provider that globally replicates data storage for fast data access

C.

Select a public cloud provider that guarantees data location in the required geographic area

D.

Select a private cloud provider that is only active in the required geographic area

Question 65

Which Google Cloud product is designed to reduce the risks of handling personally identifiable information (PII)?

Options:

A.

Cloud Storage

B.

Google Cloud Armor

C.

Cloud Data Loss Prevention

D.

Secret Manager

Question 66

Your company has recently acquired three growing startups in three different countries. You want to reduce overhead in infrastructure management and keep your costs low without sacrificing security and quality of service to your customers.

How should you meet these requirements?

Options:

A.

Host all your subsidiaries' services on-premises together with your existing services.

B.

Host all your subsidiaries' services together with your existing services on the public cloud.

C.

Build a homogenous infrastructure at each subsidiary, and invest in training their engineers.

D.

Build a homogenous infrastructure at each subsidiary, and invest in hiring more engineers.

Question 67

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

Options:

A.

BigQuery ML

B.

TensorFlow

C.

AutoML Tables

D.

Cloud Bigtable ML

Question 68

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

Options:

A.

Dataprep

B.

Dataflow

C.

Dataproc

D.

Data Fusion

Question 69

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?

Options:

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

Question 70

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?

Options:

A.

Google Kubernetes Engine

B.

Cloud Functions

C.

App Engine flexible environment

D.

Compute Engine

Question 71

Your organization wants an economical solution to store data such as files, graphical images, and videos and to access and share them securely.

Which Google Cloud product or service should your organization use?

Options:

A.

Cloud Storage

B.

Cloud SQL

C.

Cloud Spanner

D.

BigQuery

Question 72

A partner of yours used to have their own private data center. Your company was already on Google Cloud and now they have also moved to Google Cloud. You are investigating whether there are ways to collaborate better or shared services. What would be one good option to consider?

Options:

A.

Use Private Service Access within Google Cloud.

B.

Use VPC Peering to share resources privately between your two organizations.

C.

Use public IP addresses as before. It will automatically be routed internally only.

D.

Use VPC Shared Networks to share common resources.

Question 73

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?

Options:

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.

Question 74

Your application has repeated data requests of the exact same nature. At the same time, the number of user requests is increasing. Monitoring indicates that the load on the existing database is increasing, and there seems to be a bottleneck. An analysis of the data requested shows us that it is application-managed data and that it changes, but not often. How can you improve the efficiency of the application?

Options:

A.

Use Cloud Memorystore to improve speed via caching

B.

Increase the amount of RAM on the machine hosting the database so that it has higher data throughput.

C.

Use Cloud Storage with multi-regional storage so that all users accessing the data will have lower latency

D.

Increase the number of CPUs on the machine hosting the database so that it has higher data throughput.

Question 75

Your customer is moving to Google Cloud. They have many teams, each working on many projects. How should they organize resources?

Options:

A.

Let each team have one shared Folder with multiple Projects within it so that there is a separation of concerns.

B.

Let each Project have one Folder so that there is a clear separation of concerns.

C.

Let each team have an Organization so that they can entirely manage themselves with their own identity.

D.

Let each team have one shared Project so that it is easy to manage.

Question 76

A customer is migrating there on-promises data analytics solution to Google Cloud. The current solution has a lot of data being read form and written to disk. The performance of this approach has occasionally been a bottleneck for a scale of operations that your cus-tomer has. The application is fault tolerant and can with stand machine going down fre-quently. In moving to Google Cloud they are asking your advice on any way to improve performance?

Options:

A.

Use Big Query Which has very fast data access and analysis

B.

Use Cloud Storage which can be central, scalable storage

C.

Use local SSDs with the VMs

D.

Use Persistent Disk with the VMs

Question 77

certain devices for cracks, rust, etc. Some of these issues are difficult to identify for a human and your company has seen increasing customer complaints - the customer has paid for an inspection and the field agent said there was no problem, but it later turned out there actually was. The team has come up with a proposal to engage AI to identify issues. On evaluating the existing system, it is seen that the mobile phone network connection is not good or consistent. What solution can work for them?

Options:

A.

Use AutoML Vision Edge models.

B.

Use the Rust programming language instead of Python to identify issues like rust.

C.

Use Cloud TPUs which will be able to do the analysis faster on the cloud. Thus re-sponses also will be fast.

D.

Use TensorFlow to create custom models and deploy it as TensorFlow Lite mod-els.

Question 78

Which of the following is / are true for Preemptible Instances.

Options:

A.

Preemptible Instances have no Service Level Agreement (Compute Engine SLA).

B.

Google Cloud Free Tier credits for compute engine do not apply to preemptible in-stances.

C.

Preemptible instances can't live migrate to a regular VM instance, or be set to au-tomatically restart when there is a maintenance event.

D.

All of the above.

Question 79

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

Options:

A.

Database as a Service.

B.

Platform as a Service.

C.

Infrastructure as a Service.

D.

Software as a Service.

Question 80

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?

Options:

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.

Question 81

What cloud deployment model is generally deployed between organizations such as non-profits, hospitals or even enterprises that share similar requirements or interests?

Options:

A.

Hybrid

B.

Community

C.

Private

D.

Public

Question 82

Considering Google Cloud Storage different Options which of the following is / are correct on the basis of their real world use cases?

Options:

A.

Cloud Storage : Images, Large Media, files , backups.

B.

Google Cloud BigTable : AdTech, Financial and IoT Data.

C.

Cloud SQL : User Credentials, customer orders.

D.

All of the Above.

Question 83

You are working with a government agency. A web application serves users of the country. It al-lows citizens to receive certain services in providing their national identity. Citizens have com-plained that they are seeing delays in web page loading compared to before. On investigating, they are seeing a lot of spurious traffic coming in from a few IPs which they have identified as for-eign. What should they do?

Options:

A.

Setup Firewall rules to deny access to the malicious IPs.

B.

Setup Cloud Armor and add the malicious IPs to the deny list.

C.

Setup Firewall rules to allow access only to the IPs from within the country.

D.

Setup Cloud NAT and remove all the internal IPs and replace it with a single public IP.

Question 84

Which of these are defined by the following statement: a contract you have with your end custom-ers, which, if you don't meet, you might even have to pay fines?

Options:

A.

SLA - Service Level Agreement

B.

SLC - Service Level Contract

C.

SLO - Service Level Objective

D.

SLI - Service Level Indicator

Question 85

The government has mandated that companies in a particular section of healthcare must retain all the data they collect for a period of 10 years in case an audit needs to be done. Your client, who is in that industry, needs to follow regulations. In addition, your client wants to do an analysis of the data quite frequently in the first year. They also don't want to be liable for any data beyond year 10. What would recommend for your customer?

Options:

A.

Use Cloud Storage with nearline storage in year one and Coldline storage thereaf-ter. Use Object lifecycle management to move between storage types and delete them after 10 years.

B.

Use Cloud Storage with standard storage in year one and Coldline storage there-after. Set a Cloud Scheduler trigger for 1 year to change storage types and 10 years to delete the data.

C.

Use Cloud Storage with standard storage in year one and archival storage thereaf-ter. Use Object lifecycle management to move between storage types and delete them after 10 years.

D.

Use Cloud Storage with standard storage in year one and Coldline storage there-after. Set a Cloud Tasks to trigger for 1 year to change storage types and 10 years to delete the data.

Question 86

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?

Options:

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.

Question 87

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

Options:

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.

Question 88

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?

Options:

A.

Spanner

B.

Bare Metal

C.

BigQuery

D.

Cloud SQL

Question 89

What is a key difference between VMs and containers?

Options:

A.

Virtual Machines take less time to launch; containers take longer to launch.

B.

Virtual Machines can only run Linux; containers can run any operating system.

C.

Virtual Machines use a shared operating system and are therefore lighter; containers are heavier on resources.

D.

Each Virtual Machine in a machine has its own operating system; containers will share the same operating system.

Question 90

With respect to the Core Feature of Standby Instances of Cloud SQL which one of the options is correct.?

Options:

A.

The standby instance is used in high availability to replace the primary instance when failover occurs. The standby instance appears in the Google Cloud Console but does not get billed. When failover occurs, connections to the primary instance need to be manually transferred to the standby instance.

B.

The standby instance is used in high availability to replace the primary instance when failover occurs. The standby instance appears in the Google Cloud Console but does not get billed. When failover occurs, connections to the primary instance are automatically transferred to the standby instance.

C.

The standby instance is used in high availability to replace the primary instance when failover occurs. The standby instance doesn't appear in the Google Cloud Console. When failover occurs, connections to the primary instance are automati-cally transferred to the standby instance.

D.

None of the Above.

Question 91

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)

Options:

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.

Question 92

App Engine has been deployed in your customers GCP cloud deployment. The customer would like to know more about the benefits of App Engine Flexible. Please advise them on the benefits of App Engine Flexible (Select Two Answers)

Options:

A.

Supports autoscaling

B.

Supports Docker containers

C.

Supports mainframe connectivity

D.

Source code is written in specific versions of the supported programming lan-guages only

Question 93

A customer has contacted you about migrating to Google Cloud. The customer would like to mi-grate their data from on premises as soon as possible. They don’t have the budget to rewrite code, and they want the most direct route. What migration option should suggest to the customer?

Options:

A.

None, since the customer is not cloud native ready.

B.

Rip and Replace

C.

Lift and Shift

D.

Improve and Move

Question 94

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.

Options:

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

Question 95

Compute Engine provides machine type recommendations to help you optimize the re-source utilization of your virtual machine (VM) instances. What is this capability called?

Options:

A.

App Engine

B.

None of the above

C.

Rightsizing Recommendations

D.

Recommendation Engine

Question 96

Which of the following is/are core storage options available on the Google Cloud Platform?

Options:

A.

Cloud Storage and Cloud Data Store

B.

Cloud Spanner

C.

Cloud SQL and Google Big Table

D.

All of the above

Question 97

In discussions with a prospective customer who wants to move to Google Cloud to make use of the latest, scalable technologies available therein, you learn that there are very strict regulations concern-ing the storage of data. They only have the approval to store it in their current private data cen-ter. What would you advise them?

Options:

A.

Retain on-premise itself those portions of data and compute which are under regulation. Take advantage of all the other cloud capabilities for remaining work-loads.

B.

It is too risky to touch anything in such a scenario. It is best to remain entirely on-premise.

C.

Regulations are guidelines. As long as the data remains encrypted, you can move it anywhere.

D.

Petition the government for changes to such regulations as all industries are mov-ing to the public cloud. Then, when the regulations are eased, move to Google Cloud.

Question 98

Your company has a requirement to run manual tests on their web products for UX research before it is released to end customers. The people who will do the tests are external to the company. They will either use their own Gmail id or be given temporary email ids using the applications and record-ing their inputs in another app. The UX testing is done in the last week of the month. Each month the UX testers could be different. How should the IT team manage the users?

Options:

A.

Since the app is anyways going to be public, create permanent credentials for the UX testers that they can conveniently use each time.

B.

It would be a security issue to have users come and go. Recommend that the test-ers be permanently hired to plug the vulnerability issue.

C.

It would be a security issue to have users come and go. Recommend that the test-ers be permanently hired to plug the vulnerability issue.

D.

Create a Group with the permissions required to do the test and record their in-puts. When users arrive each week, add them to the group and after the testing period, remove them from the group.

Question 99

You are consulting for a client who is migrating to Google Cloud. They presently have a matrix or-ganization. Their IT environments were managed around projects. Each team had multiple projects. All the projects had a flat structure under the company. What would you advise them when plan-ning for the move?

Options:

A.

On Google Cloud, create a folder corresponding to each team. Under that, there could be projects or further sub folders as the team decides.

B.

In terms of not disturbing the project developers and testers, advise them that the strategic decision is to retain the structure on Google Cloud also.

C.

Since a Project could spawn other sub-Projects, on Google Cloud it is better to as-sign a folder for each Project.

D.

The flat structure is what is currently used in IT organizations, and this can be used as-is which will provide the best results.

Question 100

Which of the following statements is/are true about Google Cloud BigTable?

Options:

A.

It is not compatible with Hadoop.

B.

It Scales from Giga Byte to Peta Byte with No Downtime.

C.

It can not be used in Real-time Ad analytics and tracking thousands of IoT Devices Data.

D.

It is an enterprise-level Database that offers relational and non-relational features

Question 101

Your client is a financial services company giving loans based on customer profiles. As part of the regulatory compliance, they have to collect a bunch of different documents with know your cus-tomer (KYC) information. They want to be able to process the information in these documents quickly and at scale. They want to integrate the chosen solution as quickly as possible. What are your options on Google Cloud?

Options:

A.

Integrate the Cloud Vision API to create a custom model to handle the documents.

B.

Create a model using TensorFlow and integrated it into the process workflow.

C.

Integrate the Lending DocAI and Document AI in two there processes workflow of the processing loan requests.

D.

Integrate the Natural Language API to read the request sent in by clients and to process the forms.

Question 102

You are discussing scaling requirements with a gaming company. When the game launches, they are expecting incoming data surges of 2 million users or more during weekends and holidays. Their on-premise systems have had issues scaling and they want your advice on solving the issue. What do you recommend?

Options:

A.

Either Compute Engine VMs or Kubernetes nodes work, but it is better to keep a buffer of an extra 2 million users.

B.

We can deploy a Pub/Sub to ingest data which will grow to absorb demand and pass it on to other stages.

C.

We will allocate Compute Engine VMs estimating 80% capacity of 2 million users.

D.

We will allocate Kubernetes nodes estimating 80% capacity of 2 million users.

Question 103

If you increase the size of a subnet in a custom VPC network, the IP addresses of virtual machines already on that subnet might be affected. Which options are Correct.

Options:

A.

False

B.

None of the above

C.

True

D.

Not Defined by Google Cloud Platform

Question 104

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?

Options:

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

Question 105

What issues can arise when organizations integrate third-party systems into their cloud infrastruc-ture?

Options:

A.

Third-party systems may not be powerful enough to run many critical business applications.

B.

Without sufficient security measures and regular checks, unsecured third-party systems can pose a threat to data security.

C.

Over-reliance on third-party systems limits an organization's potential for innova-tion.

D.

Third-party systems are less capable of addressing an organization's security re-quirements.

Question 106

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?

Options:

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.

Question 107

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

Options:

A.

Cloud Datastore

B.

Cloud Pub/Sub

C.

Cloud DNS

D.

Cloud BigTable

E.

Cloud Spanner

Question 108

An application has become very popular and the number of requests/users is increasing quickly. There is a meeting to figure out how to scale the systems so that they can accept user requests and still have the capacity to spare. What is the preferred option?

Options:

A.

Circular Scaling takes a round-robin approach to allocate and destroy VMs.

B.

Triangular Scaling takes an automated average of Cost, Effort, and Time.

C.

Vertical Scaling

D.

Horizontal Scaling

Question 109

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?

Options:

A.

Cloud SQL

B.

Cloud Spanner

C.

Cloud Firestore.

D.

Cloud Storage.

Question 110

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.

Options:

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.

Question 111

Which Firebase quality tools help the developer track, prioritize & fix stability issues that erode the application quality?

Options:

A.

Performance

B.

App Distribution

C.

Crashlytics

D.

Test Lab

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