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NEW QUESTION 1

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

Answer: B

Explanation:
Enabling Requester Pays is useful, for example, if you have a lot of data you want to make available to users, but you don't want to be charged for their access to that data.
Reference link- https://cloud.google.com/storage/docs/requester-pays

NEW QUESTION 2

An organization wants to move from a tactical cloud adoption approach to a transformational approach.
How should they adapt the way they lead the organization?

• A. Increase top-down visibility and foster a culture of blamelessness
• B. Shift from an operational expenditure model to capital expenditure
• C. Drive cloud adoption with an individual contributor focus
• D. Invest in on-premises infrastructure to redesign relationships between IT and employees

Answer: A

NEW QUESTION 3

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 topi
• B. Create an application that sends all medical images to the Pub/Sub topic.
• C. Create a script that uses the gsutil command line interface to synchronize the on-premises storage with Cloud Storag
• D. Schedule the script as a cron job.
• E. In the Cloud Console, go to Cloud Storag
• F. Upload the relevant images to the ap-propriate bucket.
• G. Deploy a Dataflow job from the batch template, “Datastore to Cloud Storage” Schedule the batch job on the desired interval.

Answer: B

Explanation:
Using sync for new images implies that you will continue to use your onprem
and keep synchronizing it forever, Sync just once for the old images, new images go directly to google cloud via pub/sub, and eventually get rid of the onprem.

NEW QUESTION 4

Your team is using BigQuery as your central data warehouse. You are running a certain workload that you've run frequently over the last few days. It is a short, high capacity ana- lytics workload. Which of the following would be an appropriate pricing model to use?

• A. There is no need for any pricing model the first 1 TB of query data processed per month is free.
• B. On-demand pricing
• C. Flex Slots
• D. Flat-rate reservations

Answer: C

Explanation:
Option A is Correct- BigQuery Flex Slots for cyclical workloads that require extra capacity, or for workloads that need to process a lot of data in a short time, and so would be less expensive to run using reserved slots for a short time.

NEW QUESTION 5

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 value
• B. E.
• C. "book", "car".
• D. A type of machine learning model is a meta-model maker, which classifies algo-rithms based on the quality of their output.
• E. A type of machine learning model that outputs continuous (typically, floating-point) value
• F. E.
• G. the predicted price of the house is $120,000.
• H. A type of classic model approach that is less used today and which has been re-placed by the regression model.

Answer: A

Explanation:
A classification model classifies the incoming data into one or more discrete classes.

NEW QUESTION 6

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?

• 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

Answer: C

Explanation:
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" This characteristic are inherent to the public cloud provider

NEW QUESTION 7

An organization wants to introduce a new image recognition login system What should the organization do to follow SRE principles?

• 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

Answer: A

NEW QUESTION 8

What does Cloud Logging help an organization do?

• A. Analyze live source code and log code updates.
• B. Deploy infrastructure as code.
• C. Analyze logs and accelerate application troubleshooting.
• D. Manage storage of custom VM images.

Answer: C

NEW QUESTION 9

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?

• 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 g
• C. Recommend that the test-ers be permanently hired to plug the vulnerability issue.
• D. It would be a security issue to have users come and g
• E. Recommend that the test-ers be permanently hired to plug the vulnerability issue.
• F. Create a Group with the permissions required to do the test and record their in-put
• G. When users arrive each week, add them to the group and after the testing period, remove them from the group.

Answer: D

Explanation:
Groups are convenient to use for this requirement. Permissions to the group are automatically inherited by the members of the group. Adding and removing UX testers from the group will grant and remove permissions.

NEW QUESTION 10

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

Answer: ACD

Explanation:
Compliance Reports Manager, GDPR Home Page, Compliance Offerings GCP provides three main compliance resource webpages
Compliance Reports Manager
– https://cloud.google.com/security/compliance/compliance-reports-manager

Text, timeline Description automatically generated
Compliance Offerings – https://cloud.google.com/security/compliance/offerings

Text Description automatically generated
GDPR Resource Center – https://cloud.google.com/security/gdpr/resource-center At Google Cloud, we champion initiatives that prioritize and improve the security and
privacy of customer personal data, and want you, as a Google Cloud customer, to feel confident using our services in light of GDPR requirements. If you partner with Google Cloud, we will support your GDPR compliance efforts

NEW QUESTION 11

An organization's public cloud provider failed to meet their SLA of 99.99% availability.
What is the potential impact on the organization?

• A. The organization risks using up their error budget.
• B. Renegotiation of the SLA to put less emphasis on uptime could be necessary.
• C. Unexpected downtime could risk the loss of customers.
• D. All data stored in their database could be unexpectedly lost.

Answer: C

NEW QUESTION 12

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

Answer: A

Explanation:
Because Dataproc is used to run Hadoop/Spark workloads

NEW QUESTION 13

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

Answer: C

Explanation:
The above is a real world example of a company named Planet, where they sent around 80+ satellites to take pictures of earth every day, 24 hours. They run around 40,000 preemptible VMs concurrently.
Preemptible instances function like normal instances but have the following limitations: Compute Engine might stop preemptible instances at any time due to system events. The probability that Compute Engine will stop a preemptible instance for a system event is generally low, but might vary from day to day and from zone to zone depending on current conditions.
Compute Engine always stops preemptible instances after they run for 24 hours. Certain actions reset this 24-hour counter.
Preemptible instances are finite Compute Engine resources, so they might not always be available.
Preemptible instances can't live migrate to a regular VM instance, or be set to automatically restart when there is a maintenance event.
Due to the above limitations, preemptible instances are not covered by any Service Level Agreement (and, for clarity, are excluded from the Compute Engine SLA).
The Google Cloud Free Tier credits for Compute Engine do not apply to preemptible instances.

Reference link- https://cloud.google.com/compute/docs/instances/preemptible

NEW QUESTION 14

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?

• A. Google Kubernetes Engine
• B. Cloud Functions
• C. Bare Metal Solution
• D. Compute Engine

Answer: B

NEW QUESTION 15

What are the network requirements for Private Google Access?

• A. Private Google Access automatically enables any API.
• B. Your network must have appropriate routes for the destination IP ranges used by Google APIs and services.
• C. Both A and B
• D. None of the Above

Answer: B

Explanation:
Network requirements for Private Google Access:
- Because Private Google Access is enabled on a per-subnet basis, you must use a VPC network. Legacy networks are not supported because they don't support subnets.
- Private Google Access does not automatically enable any API. You must separately enable the Google APIs you need to use via the APIs & services page in the Google Cloud Console.
- If you use the private.googleapis.com or therestricted.googleapis.com domain names, you'll need to create DNS records to direct traffic to the IP addresses associated with those domains.
- Your network must have appropriate routes for the destination IP ranges used by Google APIs and services. These routes must use the default internet gateway next hop. If you use the private.googleapis.com or therestricted.googleapis.com domain names, you only need one route (per domain). Otherwise, you'll need to create multiple routes.
- Egress firewalls must permit traffic to the IP address ranges used by Google APIs and services. The implied allow egress firewall rule satisfies this requirement. For other ways to meet the firewall requirement.

NEW QUESTION 16

An organization needs to migrate specialized workloads to the cloud while maintaining their
existing complex licensing and architecture.
What Google Cloud solution should the organization use?

• A. Compute Engine
• B. Bare Metal Solution
• C. Cloud Run
• D. Cloud Functions

Answer: B

Explanation:
“This solution provides a path to modernize your application infrastructure landscape, while maintaining your existing investments and architecture. With Bare Metal Solution, you can bring your specialized workloads to Google Cloud, allowing you access and integration with GCP services with minimal latency.”

NEW QUESTION 17

An organization needs to categorize a large group of photographs using pre-trained machine learning.
Which Google Cloud product or service should the organization use?

• A. Vision API
• B. BigQuery ML
• C. AutoML Vision
• D. Looker

Answer: A

Explanation:
https://cloud.google.com/vision

NEW QUESTION 18

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

• A. Product photographs
• B. Product reviews
• C. Product descriptions
• D. Product ratings score

Answer: D

Explanation:
Because product ratings are structured because they are numerical scores.

NEW QUESTION 19

What characteristics should an organization adopt to be a DevOps organization?

• A. Teamwork over individual work
• B. Obsession with Automation over preoccupation with manual work
• C. Product based teams over component teams.
• D. All of the Above

Answer: D

Explanation:

NEW QUESTION 20

An organization's web developers and operations personnel use different systems. How will increasing communication between the teams reduce issues caused by silos?

• 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

Answer: D

NEW QUESTION 21
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