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Title of test: cloud-1 Description: cloud-1 Author: sampath Other tests from this author Creation Date: 15/06/2024 Category: Personal Number of questions: 220

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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? Select a public cloud provider that is only active in the required geographic area Select a private cloud provider that globally replicates data storage for fast data acces Select a public cloud provider that guarantees data location in the required geographic area Select a private cloud provider that is only active in the required geographic area. Your organization needs a large amount of extra computing power within the next two weeks. After those two weeks, the need for the additional resources will end. Which is the most cost-effective approach? Use a committed use discount to reserve a very powerful virtual machine Purchase one very powerful physical computer Start a very powerful virtual machine without using a committed use discount Purchase multiple physical computers and scale workload across them. Your organization needs to plan its cloud infrastructure expenditures. Which should your organization do? Review cloud resource costs frequently, because costs change often based on use Review cloud resource costs annually as part of planning your organization's overall budget If your organization uses only cloud resources, infrastructure costs are no longer part of your overall budge Involve fewer people in cloud resource planning than your organization did for on-premises resource planning. 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? View the Security Command Center to identify virtual machines running vulnerable disk images View the Compliance Reports Manager to identify and download a recent PCI audit View the Security Command Center to identify virtual machines started more than 2 weeks ago View the Compliance Reports Manager to identify and download a recent SOC 1 audit. You are currently managing workloads running on Windows Server for which your company owns the licenses. Your workloads are only needed during working hours, which allows you to shut down the instances during the weekend. Your Windows Server licenses are up for renewal in a month, and you want to optimize your license cost. What should you do? Renew your licenses for an additional period of 3 years. Renew your licenses for an additional period of 3 years. Negotiate a cost reduction with your current hosting provider wherein infrastructure cost is reduced when workloads are not in use Renew your licenses for an additional period of 2 years. Negotiate a cost reduction by committing to an automatic renewal of the licenses at the end of the 2 year period Migrate the workloads to Compute Engine with a bring-your-own-license (BYOL) model Migrate the workloads to Compute Engine with a pay-as-you-go (PAYG) model. 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? In a single zone within a single region In different zones within a single region In multiple regions, using one zone per region In multiple regions, using multiple zones per regio. An organization decides to migrate their on-premises environment to the cloud. They need to determine which resource components still need to be assigned ownership. Which two functions does a public cloud provider own? (Choose two.) Hardware maintenance Infrastructure architecture Infrastructure deployment automation Hardware capacity management Fixing application security issues. Your manager wants to restrict communication of all virtual machines with internet access; with resources in another network; or with a resource outside Compute Engine. It is expected that different teams will create new folders and projects in the near future. How would you restrict all virtual machines from having an external IP address? Define an organization policy at the root organization node to restrict virtual machine instances from having an external IP address Define an organization policy on all existing folders to define a constraint to restrict virtual machine instances from having an external IP address Define an organization policy on all existing projects to restrict virtual machine instances from having an external IP address Communicate with the different teams and agree that each time a virtual machine is created, it must be configured without an external IP address. You are a program manager within a Software as a Service (SaaS) company that offers rendering software for animation studios. Your team needs the ability to allow scenes to be scheduled at will and to be interrupted at any time to restart later. Any individual scene rendering takes less than 12 hours to complete and there is no service level agreement (SLA) for the completion time for all scenes. Results will be stored in a global Cloud Storage bucket. The compute resources are not bound to any single geographical location. This software needs to run on Google Cloud in a cost-optimized way. what should you do? Deploy the application on Compute Engine using preemptible instance Develop the application so it can run in an unmanaged instance group Create a reservation for the minimum number of Compute Engine instances you will use Start more instances with fewer virtual centralized processing units (vCPUs) instead of fewer instances with more vCPUs. Your multinational organization has servers running mission-critical workloads on its premises around the world. You want to be able to manage these workloads consistently and centrally, and you want to stop managing infrastructure. What should your organization do? Migrate the workloads to a public cloud Migrate the workloads to a central office building Migrate the workloads to multiple local co-location facilities Migrate the workloads to multiple local private clouds. 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? Configure Identity-Aware Proxy (IAP) in your Google Cloud VPC networ Create a Cloud VPN tunnel between Google Cloud and your data center Order a Partner Interconnect connection with your network provider enable Private Google Access in your Google Cloud VPC network. Your company's development team is building an application that will be deployed on Cloud Run. You are designing a CI/CD pipeline so that any new version of the application can be deployed in the fewest number of steps possible using the CI/CD pipeline you are designing. You need to select a storage location for the images of the application after the CI part of your pipeline has built them. What should you do? Create a Compute Engine image containing the application Store the images in Container Registry Store the images in Cloud Storage Create a Compute Engine disk containing the application. Each of the three cloud service models - infrastructure as a service (IaaS), platform as a service (PaaS), and software as a service (SaaS) - offers benefits between flexibility and levels of management by the cloud provider and the customer. Why would SaaS be the right choice of service model? You want a balance between flexibility for the customer and the level of management by the cloud provider You want to minimize the level of management by the customer You want to maximize flexibility for the customer You want to be able to shift your emphasis between flexibility and management by the cloud provider as business needs change. 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? Migrate your VMs to the cloud, and add more resources to them Convert your applications into containers Increase the resources of your VMs Automate your upgrade rollout. 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? Configure two-factor authentication in the Google domain Remove the Google account from all IAM policies Configure BeyondCorp and Identity-Aware Proxy in the Google domain Configure single sign-on in the Google domain. our 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? Host all your subsidiaries' services on-premises together with your existing services. Host all your subsidiaries' services together with your existing services on the public cloud Build a homogenous infrastructure at each subsidiary, and invest in training their engineers. Build a homogenous infrastructure at each subsidiary, and invest in hiring more engineers. . What is the difference between Standard and Coldline storage? Coldline storage is for data for which a slow transfer rate is acceptable Standard and Coldline storage have different durability guarantees Standard and Coldline storage use different APIs. Coldline storage is for infrequently accessed data. What would provide near-unlimited availability of computing resources without requiring your organization to procure and provision new equipment? Public cloud Containers Private cloud Microservices. 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? Google Kubernetes Engine Cloud Functions App Engine flexible environment Compute Engine. 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? Firestore Cloud Data Fusion Cloud SQL Cloud Big table. Your organization needs to build streaming data pipelines. You don't want to manage the individual servers that do the data processing in the pipelines. Instead, you want a managed service that will automatically scale with the amount of data to be processed. Which Google Cloud product or feature should your organization choose? Pub/Sub Dataflow Data Catalo Data prep by Trifecta. 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? Cloud Scheduler Cloud Code Cloud Build Cloud Deployment Manager. Which Google Cloud product can report on and maintain compliance on your entire Google Cloud organization to cover multiple projects? Cloud Logging Identity and Access Management Google Cloud Armor Security Command Center. 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? Cloud Interconnect Direct Peering Cloud VPN Cloud CDN. 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? Google Kubernetes Engine Firebase Cloud Function App Engine. 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? .App Engine flexible environment Compute Engine App Engine standard environment Google Kubernetes Engine. 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? Big Query Cloud Big table Pub/Sub Cloud Spanner. Your organization needs to categorize objects in a large group of static images using machine learning. Which Google Cloud product or service should your organization use? BigQuery ML AutoML Video Intelligence Cloud Vision API . AutoML Tables. 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? Identity-Aware Proxy Cloud NAT (network address translation) VPC internal load balancers Private Google Access. Which Google Cloud product is designed to reduce the risks of handling personally identifiable information (PII)? Cloud Storage Google Cloud Armor Cloud Data Loss Prevention Secret Manager. our 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? Storage Transfer Service Migrate for Anthos Big Query Data Transfer Service Transfer Appliance. 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? Cloud SQL Dataproc Cloud Spanner BigQuery. Your organization wants to run a container-based application on Google Cloud. This application is expected to increase in complexity. You have a security need for fine-grained control of traffic between the containers. You also have an operational need to exercise fine-grained control over the application's scaling policies. What Google Cloud product or feature should your organization use? Google Kubernetes Engine cluster App Engine Cloud Run Compute Engine virtual machines. Which Google Cloud product or feature makes specific recommendations based on security risks and compliance violations? Google Cloud firewalls Security Command Center Cloud Deployment Manager Google Cloud Armor. Which Google Cloud product provides a consistent platform for multi-cloud application deployments and extends other Google Cloud services to your organization's environment? Google Kubernetes Engine Virtual Public Cloud Compute Engine Anthos. 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? Cloud SQL Cloud Storage Firestore Cloud Spanner. 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? Cloud Storage Cloud SQL Cloud Spanner BigQuery. 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? BigQuery ML LookML TensorFlow Cloud SQL. 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? Deploy the Cloud Storage bucket to a Google Cloud region in Canada Configure Google Cloud Armor to allow access to the bucket only from IP addresses based in Canada Give each employee who is based in Canada access to the bucket Create a group consisting of all Canada-based employees, and give the group access to the bucket. 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? BigQuery Data Transfer Service MySQL batch insert Database Migration Service Cloud Composer. 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? Apply a unique tag to development resources Associate the development resources with their own network Associate the development resources with their own billing account Put the development resources in their own project. 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? Export the VMs into VMDK format, and import them into Compute Engine Export the VMs into VMDK format, and import them into Google Cloud VMware Engine Migrate the workloads using Migrate for Compute Engine Migrate the workloads using Migrate for Anthos. 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 maximum amount of managed services Google offers. What should your organization do? Migrate the workloads to Google Cloud VMware Engine Migrate the workloads to Compute Engine Migrate the workloads to Bare Metal Solution Migrate the workloads to Google Kubernetes Engine. Your organization is releasing its first publicly available application in Google Cloud. The application is critical to your business and customers and requires a 2- hour SLA. How should your organization set up support to minimize costs? Enroll in Premium Support Enroll in Enhanced Support Enroll in Standard Support Enroll in Basic Support. Your organization offers public mobile apps and websites. You want to migrate to a Google Cloud-based solution for checking and maintaining your users' usernames and passwords and controlling their access to different resources based on their identity. Which should your organization choose? VPN tunnels Identity Platform Compute Engine firewall rules Private Google Access. Which Google Cloud service or feature lets you build machine learning models using Standard SQL and data in a data warehouse? BigQuery ML TensorFlow AutoML Tables Cloud Bigtable ML . 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? Purchase committed use discounts for the baseline load Purchase committed use discounts for the expected spike load Leverage sustained use discounts for your virtual machines Run the workload on preemptible VM instances. Your organization is developing a plan for migrating to Google Cloud. What is a best practice when initially configuring your Google Cloud environment? Create a project via Google Cloud Console per department in your company Define your resource hierarchy with an organization node on top Create projects based on team members' requests Make every member of your company the project owner. Your organization runs many workloads in different Google Cloud projects, each linked to the same billing account. Each project's workload costs can vary from month to month, but the overall combined cost of all projects is relatively stable. Your organization needs to optimize its cost. What should your organization do? Purchase a commitment per project for each project's usual minimum Create a billing account per project, and link each project to a different billing account Turn on committed use discount sharing, and create a commitment for the combined usage Move all workloads from all different projects into one single consolidated project. 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? Comply with data security and privacy regulations in each geographical region Comply with regional standards for data security and privacy, because they supersede all international regulations Comply with international standards for data security and privacy, because they supersede all regional regulations Comply with regional data security regulations, because they're more complex than privacy standards. Your organization wants to optimize its use of Google Cloud's discounts on virtual machine-based workloads. You plan to use 200 CPUs constantly for the next 3 years, and you forecast that spikes of up to 300 CPUs will occur approximately 30% of the time. What should you choose? 1-year committed use discount for 200 CPUs 3-year committed use discount for 300 CPUs 3-year committed use discount for 200 CPUs Regular pay-as-you-go pricing. Your organization needs to minimize how much it pays for data traffic from the Google network to the internet. What should your organization do? Choose the Standard network service tier. Choose the Premium network service tier. Deploy Cloud VPN Deploy Cloud NAT. 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? Compute Engine and Filestore Artifact Registry and Cloud Storage Dataflow and BigQuery Pub/Sub and Cloud Storage. Your company security team manages access control to production systems using an LDAP directory group. How is this access control managed in the Google Cloud production project? Assign the proper role to the Service Account in the project's IAM Policy Grant each user the roles/iam.serviceAccountUser role on a service account that exists in the Google Group. Assign the proper role to the Google Group in the project's IAM Policy. Create the project in a folder with the same name as the LDAP directory group. . 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? Billing dashboard Resource labels Sustained use discounts Financial governance policies Payments profile. Your organization needs to process large amounts of data from an online application that operates continuously. You do not want to be required to provision infrastructure or create server clusters. What should your organization choose? Compute Engine with BigQuery Dataproc Google Kubernetes Engine with Cloud Bigtable Dataflow. 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? Create a project per department, and create a folder per environment in each project Create a folder per department, and create a project per environment in each folder. Create a Cloud Identity domain per department, and create a project per environment in each domain Create a Cloud Identity domain per environment, and create a project per department in each domain. 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? Create a single project for all environments. Use labels to segregate resources by environment Create a single project for all environments. Use tags to segregate resources by environment. Create one project for the development environment and one project for the production environment. Create two projects for the development environment and two projects for the production environment (one for each region). Your organization meant to purchase a 3-year Committed Use Discount, but accidentally purchased a 1-year Committed Use Discount instead. What should your organization do? Contact your financial institution Contact Trust and Safety. Contact Cloud Billing Support Contact Technical Support. Your organization needs to allow a production job to have access to a BigQuery dataset. The production job is running on a Compute Engine instance that is part of an instance group. What should be included in the IAM Policy on the BigQuery dataset? The Compute Engine instance group The project that owns the Compute Engine instance The Compute Engine service account The Compute Engine instance. 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? Use a Cloud Storage bucket and enable Requester Pays Use a Cloud Storage bucket and provide Signed URLs for the data files Use a Cloud Storage bucket and set up a Cloud Interconnect connection to allow access to the data. Host the data on-premises, and set up a Cloud Interconnect connection to allow access to the data. Your company needs to segment Google Cloud resources used by each team from the others. The teams' efforts are changing frequently, and you need to reduce operational risk and maintain cost visibility. Which approach does Google recommend? One project per team One organization per team One project that contains all of each team's resources One top-level folder per team. How do Migrate for Compute Engine and Migrate for Anthos differ? Unlike Migrate for Anthos, Migrate for Compute Engine assumes that the migration source is VMware vSphere. Migrate for Compute Engine charges for ingress, but Migrate for Anthos does not Migrate for Compute Engine is closed source, and Migrate for Anthos is open source. Migrate for Anthos migrates to containers, and Migrate for Compute Engine migrates to virtual machines. Your large and frequently changing organizations user information is stored in an on-premises LDAP database. The database includes user passwords and group and organization membership. How should your organization provision Google accounts and groups to access Google Cloud resources? Replicate the LDAP infrastructure on Compute Engine Use the Firebase Authentication REST API to create users Use Google Cloud Directory Sync to create users Use the Identity Platform REST API to create users. Your organization recently migrated its compute workloads to Google Cloud. You want these workloads in Google Cloud to privately and securely access your large volume of on-premises data, and you also want to minimize latency. What should your organization do? Use Storage Transfer Service to securely make your data available to Google Cloud Create a VPC between your on-premises data center and your Google resource Peer your on-premises data center to Google's Edge Network Use Transfer Appliance to securely make your data available to Google Cloud. Your organization consists of many teams. Each team has many Google Cloud projects. Your organization wants to simplify the management of identity and access policies for these projects Group each team's projects into a separate domain Assign labels based on the virtual machines that are part of each team's project Use folders to group each team's projects Group each team's projects into a separate organization node. An organization needs to categorize text-based customer reviews on their website using a pre-trained machine learning model. Which Google Cloud product or service should the organization use? Cloud Natural Language API Dialogflow Recommendations AI TensorFlow. An organization is planning its cloud expenditure. What should the organization do to control costs? Consider cloud resource costs as capital expenditure in annual planning. Use only cloud resources; they have no cloud infrastructure costs Review cloud resource costs frequently because costs depend on usage. Assess cloud resources costs only when SLO is not met by their cloud provider. 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? TensorFlow BigQuery ML Vision API .AutoML Vision. What is an example of unstructured data that organizations can capture from social media? Post comments Tagging Profile picture Location. An organization relies on online seasonal sales for the majority of their annual revenue. Why should the organization use App Engine for their customer app? Automatically adjusts physical inventory in real time Autoscales during peaks in demand Runs maintenance during seasonal sales Recommends the right products to customers. An organization is using machine learning to make predictions. One of their datasets mistakenly includes mislabeled data. How will the prediction be impacted? Increased risk of privacy leaks Increased risk of inaccuracy Decreased model compatibility Decreased model training time. 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? Cloud SQL Cloud Spanner Cloud Storage BigQuery. 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? Ability to disable regional network connectivity during cyber attacks Ability to keep backups of their data on-premises in case of failure Full management access to their regional infrastructure Reduced likelihood of system failure during high demand events. An organization needs to run frequent updates for their business app. Why should the organization use Google Kubernetes Engine (GKE)? Customer expectations can be adjusted without using marketing tools Seamless changes can be made without causing any application downtime GKE handles version control seamlessly and out of the box GKE is well suited for all monolithic applications. An organization wants to use Apigee to manage all their application programming interfaces (APIs). What will Apigee enable the organization to do? Increase application privacy Measure and track API performance Analyze application development speed Market and sell APIs . 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? Product inventory Product photographs Instructional videos Customer chat history. A hotel wants to modernize their legacy systems so that customers can make reservations through a mobile app. What's the benefit of using an application programming interface (API) to do this? They do not have to develop the end-user application They can deprecate their legacy systems They can transform their systems to be cloud-native They do not have to rewrite the legacy system. An organization wants to digitize and share large volumes of historical text and images. Why is a public cloud a better option than an on-premises solution? In-house hardware management Provides physical encryption key Cost-effective at scale Optimizes capital expenditure . 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? Developers can rely on the cloud provider for all source code Developers can launch new features in an agile way IT managers can migrate existing application architecture without needing updates IT managers can accelerate capital expenditure planning. Which technology allows organizations to run multiple computer operating systems on a single piece of physical hardware? Hypervisor Containers Serverless computing Open source. An organization is making a strategic change to customer support in response to feedback. They plan to extend their helpline availability hours. Why is the organization making this change? Users expect professional expertise Users require personalization Users expect always-on services Users require regional access. An organization is migrating their business applications from on-premises to the cloud. How could this impact their operations and personnel costs? Reduced on-premises infrastructure management costs Increased on-premises hardware maintenance costs Reduced cloud software licensing costs Increased cloud hardware management costs. 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)? To create personalized product recommendations for customers To optimize their on-premises legacy system stability By manually linking each inventory system to the website on a case-by-case basis By programmatically connecting the inventory system to their website. 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? Collect all weather data evenly across all cities Collect all weather data primarily from at-risk cities Collect extreme weather data evenly across all cities Collect extreme weather data primarily from at-risk cities . In organization needs to search an application's source code to identify a potential issue. The application is distributed across multiple containers. Which Google Cloud product should the organization use? Google Cloud Console Cloud Trace Cloud Monitoring Cloud Logging . An organization's web developers and operations personnel use different systems. How will increasing communication between the teams reduce issues caused by silos? By assigning blame for failures and establishing consequences By combining job role responsibilities to ensure that everyone has shared access By increasing data encryption to strengthen workflows By emphasizing shared ownership of business outcome. How does a large hotel chain benefit from storing their customer reservation data in the cloud? On-premises hardware access to transaction data Real-time data transformation at scale within an on-premises database Real-time business transaction accuracy at scale Physical hardware access during peak demand . An organization wants to migrate legacy applications currently hosted in their data center to the cloud. The current architecture dictates that each application needs its own operating system (OS) instead of sharing an OS. Which infrastructure solution should they choose? Virtual machines Open source Serverless computing Containers. An organization operates their entire IT infrastructure from Google Cloud. What should they do to prepare for data breaches? Reduce reliance on multi-factor authentication Data security is Google's responsibility, so preparation is minimal Create an incident plan to mitigate impacts Strengthen their data center perimeter security. 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? Relational database Private data center Data field Data warehouse . An organization wants to use all available data to offer predictive suggestions on their website that improve over time. Which method should the organization use? Data automation Trends analysis Machine learning Multiple regression. 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? Accept and learn from the bug because failure is normal Accept and ignore the bug because it is only minor Hold a postmortem to reprimand the employee responsible for the bug Document bug correction to eliminate all future bugs. Why do organizations often struggle to scale their on-premises application infrastructure? Scaling compute instances could breach compliance and/or regulation Increasing compute capacity is time-consuming and costly Their serverless compute functions struggle to meet the demand Their multi-cloud architecture is complex and expensive. 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? Private cloud On-premises Multi-cloud Hybrid cloud. What is logging within the context of cloud technology? Writing application and operating system events as text Monitoring network and resource limitations Tracking source code across an organization Recording infrastructure and hardware expenditure. How does Cloud SQL help organizations create business insights? Integrates with business intelligence and analytics platforms Generates predictions using machine learning models Generates real-time charts and intelligent analytics Transforms business data from unstructured to structured . An organization recently launched a virtual customer support agent, generating vast amounts of text and speech data. Why should they use a cloud data warehouse to interpret this data? To natively visualize both types of data using a dashboard in real time To ingest and analyze structured and unstructured data at scale, in real time To secure data transmission between cloud and on-premises environments To transform data from structured to unstructured. An organization wants to add a new function to their application. They want to write the code and let the public cloud provider handle the infrastructure. Which infrastructure solution should they use? Virtual machines Bare Metal Solution Serverless computing Container Registry. An organization wants to leverage tooling and automation as part of its new DevOps philosophy. Which operational challenge will this resolve? Repetitive manual tasks that hinder workflows Time-consuming supervision of creative tasks Distribution and supply-chain issues Defective technical equipment that limits innovation. 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? Data field Data lake Database Data warehouse . An organization wants its users to validate a series of new features for their app. Why should they use App Engine? Because their app is containerized and enabled by microservices Because the updated app will only include new features To run different versions of the app for different users To run different versions of the app for the same user. How would an organization benefit from using Looker? Optimal identity and access management Leading serverless warehousing technology Robust data roll-back accuracy Advanced business intelligence and analytics. An organization delivers a proactive healthcare service. They want to efficiently and automatically collect patient data. What should the organization encourage the patients to do? Use at-home health screening devices and then upload their health data daily Wear Internet of Things (IoT) devices that upload their health data in real time Self-assess their health data and then document and upload it in real time Visit a nurse who will use Internet of Things (IoT) devices to collect and upload their health data. How would a global organization benefit from managing their data with Cloud Spanner? Cloud Spanner is optimized for cold storage Cloud Spanner replicates data across regions in real time Cloud Spanner is optimized to ingest unstructured data Cloud Spanner visualizes and analyzes data in real time. An employee receives an email from their internet service provider asking for their bank account number and password. Which cybersecurity threat is this? Ransomware Distributed Denial of Service Spamming Phishing . 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? Increase top-down visibility and foster a culture of blamelessness Shift from an operational expenditure model to capital expenditure Drive cloud adoption with an individual contributor focus Invest in on-premises infrastructure to redesign relationships between IT and employees. Why is data stored in Google Cloud secure and private? Data is encrypted by the Security Command Center Data is encrypted by Cloud Data Loss Prevention Data is encrypted by default Data is encrypted when an appropriate tag is applied. An organization wants to use multiple marketing datasets to forecast user acquisition. How should they use cloud technology to gain new insights from the data? Import the datasets into a custom data warehouse, and then archive old data Import and selectively archive the datasets in a custom data lake Separate the datasets and make predictions using machine learning Combine the datasets and make predictions using machine learning. An organization wants to collect metrics and metadata from their cloud applications and put them into dashboards. Which Google Cloud tool should they use? Cloud Monitoring Cloud Trace Cloud Logging Cloud Debugger . A manager wants to review Google Cloud data access among their employees. Who is responsible for defining data access policies? Cloud Identity Google Cloud Customer Care team Their organization's IT team Their organization's end users. An organization has decided to modernize their applications in the cloud to keep up with their customers' needs. What may have prompted this business decision? Their on-premises applications only autoscale to meet demand. They want to change from a pay-as-you-go model to a capital expenditure model Their source code changes erroneously without developer interaction Their on-premises applications take months to update and deploy. 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? Vision API BigQuery ML AutoML Vision Looker. An organization provides a loyalty program for its customers. It recently partnered with other businesses so that customers can get loyalty points at a range of other stores. Why should the organization use application programming interfaces (APIs)? To migrate all partner data for disaster recovery To analyze and publish loyalty program statistics to a dashboard To personalize recommendations for loyalty card users To connect third-party systems to ensure up-to-date information. A travel agency wants to seamlessly share their social media content with partners. What should the organization use? A NoSQL database Anthos Config Management The App Engine standard environment An application programming interface (API) . How do out-of-the-box APIs make artificial intelligence and machine learning more accessible for all Google Cloud customers? They don't require technical specialists They don't require data input and validation They require fewer security permissions They all require custom training models. 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? Compute Engine Bare Metal Solution Cloud Run Cloud Functions. An organization finds that the amount of cash in their vending machines doesn't match the value of items sold. They have decided to upgrade their vending machines with cloud-based mobile payment systems. How could the organization benefit from this upgrade? They could relax data access permissions They could reduce their error budget overspend They could improve their perimeter security. They could view data history to see transactions. 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? Site reliability engineering (SRE) An application programming interface (API) A customized machine learning model A multi-regional database. An organization is planning to create many new applications and needs a system for managing and orchestrating their containers. Why should they use Google Kubernetes Engine? It enables rapid application deployment and testing. It optimizes virtual machine performance. It connects legacy systems to an application. It provides pre-written source code for application development. . How does Google Cloud enable customers to leverage the power of artificial intelligence and machine learning? With scalable on-premises tensor processing units With APIs and tools for users at different levels of expertise With affordable and scalable quantum computing With machine learning models that always require custom training. An online retail organization wants to optimize their service. What is an example of unstructured data that they can use to make decisions? Customer survey comments Seller location coordinates Product sales trends Warehouse inventory records. An organization's public cloud provider failed to meet their SLA of 99.99% availability. What is the potential impact on the organization The organization risks using up their error budget Renegotiation of the SLA to put less emphasis on uptime could be necessary Unexpected downtime could risk the loss of customers All data stored in their database could be unexpectedly lost. An organization needs to train a machine learning model to categorize photographs. Which Google Cloud product or service should the organization use? Video Intelligence API AutoML Vision BigQuery ML Looker. A multinational organization has decided to use public cloud services to modernize their IT infrastructure. What is one benefit of doing this? They can perform hardware maintenance outside of normal business hours They can expect 100% service availability in all regions Built-in security is no longer required during data migrations Access to data and computer resources is not tied to a geographical location. An organization meets their service level objective (SLO) of 99.999% (`five nines`). How much downtime do their end users experience per year? 5 minutes 500 minutes 500 minutes 5 days. An organization wants to introduce a new image recognition login system. What should the organization do to follow SRE principles? Roll out the new system to a subset of employees to test it out Roll out the new system to all employees to collect as much data as possible. Avoid rolling out the new system because it may have security flaws. Avoid rolling out the new system because it may violate privacy policy. What does Cloud Debugger help an organization do? Implement code updates in real time without affecting the service level objective (SLO) Inspect source code in real time without affecting user downtime Manage code and accelerate application development Analyze live source code during user downtime. How can a streaming service meet global compliance requirements using the cloud? By automatically encrypting personally identifiable information By obtaining a business license to operate in a new market By allowing users to disable two-factor authentication By adhering only to data polices of the country in which the head office is registered. An organization wants full control of their virtual machine infrastructure for a custom home-grown application with a product that autoscales and automatically updates. Which Google Cloud product or solution should the organization use? Cloud Build Cloud Run Compute Engine App Engine. An organization wants to build an entirely new infrastructure and applications in the cloud. Which application modernization approach should the organization use? Move the application to the cloud, and then change it Change their application, and then move it to the cloud Invent in greenfield Invent in brownfield. An organization wants to upskill their IT staff. How can they do this in a transformational way? Prioritize training current employees instead of hiring new recruits with cloud experience. Prioritize giving privileged access to third-party partners and contractors to fill IT knowledge gaps Create a culture of self-motivated, isolated learning with official training materials Create a culture of continuous peer-to-peer learning with official training materials. Several departments in an organization are working together on a project. The organization wants to customize access to resources for each department. What is the quickest and most efficient way to achieve this? By mapping IAM roles to job functions for each department By assigning IAM primitive roles to each employee By applying least-privilege to roles for each employee By creating a single shared service account for all departments. An organization notices that some of their cloud expenditures are too high. What should the organization do to control costs? Streamline the hardware procurement process to reduce costs Share cost views with the departments to establish more accountability Change the cost model from operational expenditure to capital expenditure Ensure that all could resources are tagged with a single tag. What is monitoring within the context of cloud operations? Observing cloud expenditure in real time to ensure that budgets are not exceeded Collecting predefined and custom metrics from applications and infrastructure Tracking user activities to guarantee compliance with privacy regulations Tracing user location to document regional access and utilization. An organization wants to create a new application in the cloud to replace an existing on-premises application. Which application modernization approach should the organization use? Move the application to the cloud, and then change it Change their application, and then move it to the cloud Invent in greenfield Invent in brownfield. Why should an organization consider the total cost of ownership (TCO) when moving from on-premises to the cloud? To evaluate error budget To understand service level availability To evaluate return on investment To calculate required compute power. How does Google Cloud ensure that customer data remains secure and private when at rest? By aggregating training data for customers within each industry By automatically locking files containing suspicious code By auditing platform privacy practices against industry standards By providing privacy reviews for critical customer applications. An organization's developers are growing increasingly frustrated by the limitations of their on-premises infrastructure. How would they benefit from leveraging cloud technology? They can expect 100% service availability. They can avoid the limitations of serverless computing. They can have new tools to innovate and optimize resource usage They can optimize maintenance for their on-premises infrastructure. How is service availability measured in the context of cloud technology? Number of available regions Percentage of uptime Speed of response time Number of downtime incidents. An organization wants a cost-effective relational database. Which Google Cloud service should the organization use? Cloud Storage BigQuery Cloud SQL Dataflow. An organization is altering their gaming product so that it is compatible with cloud technology. What can they expect when moving from traditional technology to cloud technology? No change to existing responsibilities A shift toward OpEx A shift toward using structured data . Increased hardware maintenance. When an organization adopts cloud technology, how does their total cost of ownership (TCO) shift? . Away from cost management toward capital expenditure Away from operational expenditure toward cost management Away from capital expenditure toward operational expenditure Away from operational expenditure toward capital expenditure. Which policy helps Google Cloud keep customer data private? Google tests the service availability of customer applications. Google does not use customer data for advertising purposes Google migrates customer data to an offline server when a threat is detected Google does not allow customers to change encryption keys. A cloud-native organization is not meeting their service level objective (SLO) but has not exhausted their error budget. What should the organization prioritize? Innovation to improve user experience Hardware reliability to improve availability Stability to avoid prolonged user downtime Speed to release new features. 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? Built-in security when moving their data to the cloud Replacing their perimeter security with data encryption keys Optimizing cost-management with a capital expenditure model . Increased hardware capacity when moving their data to the cloud. An organization has an on-premises IT infrastructure. Their customer-facing application repeatedly fails during peak usage. What could be causing this issue? A serverless compute function struggles to scale. The application contains unclean data They don't have enough servers to meet the demand The application is only configurable on-premises. What is artificial intelligence? Any system that ingests data in real time Any system that automatically structures data Any system capable of a task that requires smart analytics to generate predictions D. Any system capable of a task that normally requires human cognition. What does Cloud Logging help an organization do? Analyze live source code and log code updates. Deploy infrastructure as code. Analyze logs and accelerate application troubleshooting. Manage storage of custom VM images. How is privacy defined in the context of cloud technology? Restrictions on data access and sharing Procedures to authenticate user identity Susceptibility to data breaches and cyber attacks Compliance with regulatory standards. 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? Google Kubernetes Engine Cloud Functions Bare Metal Solution Compute Engine. 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)? To replace the scanned documents with an online survey To ingest data in real time and encrypt unmatched words To create digital versions of the documents and locate key information To transform the documents into unstructured data. . An organization needs a platform to create custom end-to-end artificial intelligence models. Which Google Cloud product or service should the organization use? Dataproc Compute Engine Recommendations AI Vertex AI. An organization is training a machine learning model to make predictions. What could improve the prediction accuracy of their model? An increase in storage capacity Higher network bandwidth An increase in training data Faster CPU processors. What is an example of structured data that a healthcare facility stores in their system? X-ray images Surgery video recordings Blood pressure history Physician-written notes. An organization wants to move from a tactical cloud adoption approach to a transformational approach. How should they change their cloud security? Provide staff identities using only Google Cloud authentication. Provide multiple layers of network security using a zero-trust model. Emphasize strong perimeter security and trust in their private network. Emphasize three main Identity Access Management roles: owner, editor, and viewer. What can customers expect if their cloud provider doesn't meet their service level agreement (SLA)? Increase in subscription fees Cloud service shutdown Refund for service interruption Error budget expansion. An organization wants to ensure that their developers can easily use application programming interfaces (APIs) in future projects. Which Google product or solution should they use? Application migration Apigee The App Engine flexible environment AppSheet. An organization needs frequent access to only a subset of their data. They want to reduce costs by depositing the rest of their data across Nearline, Coldline, and Archive repositories. Which Google Cloud product should the organization use? Filestore Cloud Storage Data Catalog Cloud Spanner. A customer service department wants to increase their operational efficiency while maintaining personalized dialog with their customers. What Google Cloud product or service should the organization use? Recommendations Al Cloud Identity Contact Center Al Text-to-Speech. An organization is struggling to keep up with the growth of their application which is running on legacy infrastructure. What might be holding them back? The time it takes their serverless compute function to scale The overreliance on platform as a service The inaccessibility of their data due to perimeter security The cost of provisioning hardware for peak usage. An organization wants to build autoscaling web applications without having to manage application infrastructure Which Google Cloud product should they use? Anthos Apigee AutoML App Engine. What is an organization exclusively responsible for when they access an application through a software as a service (SaaS) model? Maintaining overall system operability Maintaining customer-facing content Monitoring data center servers Monitoring computer networks. An organization needs to train a custom machine learning model to categorize customer responses from their website's contact form. Which Google Cloud product or service should the organization use? Anthos Recommendations AI AutoML Natural Language Pub/Sub. Which cybersecurity threat can lead to information being stolen or damaged without a user ever being aware? SLA policy violation Malware attack Ransomware attack Incomplete data input . An organization has decided to create a mobile app for their customer-facing service. What may have prompted this business decision? Customers expect information to be easily accessible on any device Customers expect mobile-only access to information in the cloud era Developers can apply increased data security on a mobile app Developers can run different versions of the service to test features only through a mobile app. An organization suffers a major data leak only six months after upgrading its security system. What should the organization do to ensure long-term security? Extend data retention policy lengths to at least seven years. Pay more to get the best security system available on the market. Hire cybersecurity experts to further develop their data security plan Wait for a more advanced security system to be released. An organization has started to develop cloud-native applications to replace their legacy applications. What else should the organization do to adopt the cloud? Provide privileged cloud network access to third-party partners. Migrate some of their legacy infrastructure to the cloud. Conduct maintenance on their legacy hardware. Increase CapEx on existing projects. 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? Cloud Logging Cloud Profiler App Engine Machine learning. An organization wants to better understand the behavior of their code in production and analyze its state to identify hard-to-find programming errors. Which Google Cloud tool should the organization use? Debugger Profiler Cloud Monitoring Trace. A retail organization has moved all of their inventory data to a relational database in the cloud. What functionality does a relational database offer? It stores large amounts of raw data in its original format It stores transactional data, which can then be accessed electronically It rapidly analyzes large and multi-dimensional datasets It analyzes unstructured data, which can then be accessed in multiple regions. How does Google Cloud AI Hub make machine learning easy and accessible for Google Cloud customers to get started? It deploys artificial intelligence models in real time It automatically codes users’ machine learn ng models It automatically sources and prepares users’ machine learning data It includes a repository of plug-and-play artificial intelligence tools. A venue with an online booking system has partnered with a catering business How can the venue leverage application programming interfaces (APIs) to create new business value? Use an API to redesign their booking system to appeal to targeted customers Use an API to identify opportunities for new business collaboration Use an API to migrate all their customer data to a machine learning model to predict food requests Use an API to connect their booking system with the partner's catering form. A public cloud provider's service level performance has moved below the service level objective (SLO), but remains above the service level agreement (SLA). What is an outcome of this change in service level performance? The public cloud provider is encouraged to push out new updates The public cloud provider is encouraged to prioritize service reliability End users face unexpected or prolonged downtime End users face a decrease in service latency. An organization is looking for a solution to help them build applications using their preferred programming language and tools. They also want to minimize time spent on infrastructure management. What solution should the organization use? Cloud Run Dataproc Pub/Sub Bare Metal Solution. An organization has created a medical fitness app and wants to store a very large amount of data about exercise times, activity, and calories burned for later analysis. Which data management solution should the organization use? Data lake Data warehouse Data field Database. 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? Cloud Spanner BigQuery Looker Dataflow. What is out-of-the-box observability within the context of cloud operations? Monitoring project development timelines Monitoring IT infrastructure and applications Monitoring customer satisfaction and feedback Monitoring cloud subscription costs. An organization wants a serverless execution environment for building and connecting cloud services. They can't predict how many resources they'll need. Which Google Cloud solution should they use? Compute Engine Google Kubernetes Engine Cloud Functions Bare Metal Solution for SAP. An organization is struggling to ensure that their legacy systems meet rapidly changing IT needs. Why should the organization use application programming interfaces (APIs)? To expose all underlying data so third parties can make amends To completely re-architect legacy applications To achieve long-term operational flexibility To operate on a pay-as-you go model so IT can scale flexibly. An organization is looking for a solution that will allow them to build new applications, modernize old ones, and run applications across different cloud providers. What solution should the organization use? Apigee Hybrid Anthos Cloud Run Compute Engine. An organization cannot afford to modernize their infrastructure, but they want to process data from their legacy system in a modem platform hosted by a business partner. What solution should the organization choose to make their data accessible? Compute Engine Anthos An application programming interface Google Kubernetes Engine. 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? Cloud Spanner Compute Engine BigQuery Dataflow. How does switching from on-premises to the cloud help organizations gain value over time? They can expand their internal application hosting infrastructure They can focus their efforts on solution development They can increase development of data recovery systems They can relax their on-premises data security protocols. 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? Customer data can be used to offer tailored content Customer data can be used to offer tailored content Updates can be pushed out more quickly to repair bugs DevOps requires that industry trends be measured and tracked. An organization is looking for a storage solution that will help them serve content to users worldwide. They need a solution that offers a high level of availability. What feature of Cloud Storage would they benefit from? Multi-regional storage Global metadata Data encryption Object versioning. What kind of architecture does a hybrid cloud offer organizations? A combination of different virtualized servers A combination of serverless computing and public cloud services A combination of private cloud infrastructure and public cloud services A combination of multiple public cloud provider services. An international law firm needs their HR application to be able to share and access varying amounts of sensitive data across their branch offices. Why would using Cloud Storage be beneficial for them? It stores geographically dispersed copies of data to prevent loss It offers an affordable upgrade that enables data encryption It randomly allocates data to different storage locations to protect against threats It has a low minimum storage amount requirement. A large retail organization uses traditional technology for their ecommerce website. During peaks in traffic, resources are often underutilized or overprovisioned. They have decided to migrate to cloud technology. What aspect of cloud technology will benefit their ecommerce business? Agile infrastructure means that they only pay for what they need, when they need it Operational expenditure means that their total cost of ownership is more predictable Unlimited storage means that their website will never experience downtime Shared responsibility means that the cloud provider brings increased visibility during peaks in traffic. An organization is looking for a hybrid-cloud management solution that will help them build and run applications on-premises and in the cloud What solution should the organization use? Anthos Cloud Functions App Engine Compute Engine. An organization with a commissions-based business model is struggling to predict cloud costs due to fluctuating revenue. How can the organization optimize the use of their cloud resources? By applying intelligent recommendations By decentralizing financial decision making By sharing project ownership across all teams By increasing their capital expenditure. What DevOps practice should an organization use when developing their application to help minimize disruption caused by bugs? Pause production until all bugs have been eliminated Prioritize fixing large bugs during production because they are easier to review Implement small changes incrementally to reduce recovery time when bugs appear Implement large changes together to make rolling back easier when bugs appear. An organization has been struggling to make operations more efficient. What site reliability engineering (SRE) best practice should the organization follow to increase efficiency? Decrease over-reliance on data to make decisions. Assign exclusive production ownership to developers. Spend less time measuring outage impact Focus on increasing toil automation. What makes Google Kubernetes Engine (GKE) an effective solution for developers working to resolve application errors? It reduces the time needed to iterate on various solutions It provides intelligent recommendations to optimize application development. It removes the need for containerizing applications. It stores application code on multiple servers to facilitate collaboration across silos. What is an organization responsible for when migrating from on-premises to the cloud? Covering the cost of cloud service downtime Managing underlying network infrastructure Adapting to a pay-as-you-go cloud expenditure model Optimizing cloud storage systems. An organization is running SQL Server on-premises and is struggling with capacity and management overhead. They want to modernize this database quickly by using Google products or services. What should the organization do? Refactor applications to use a cloud first database like Firestore. Perform a managed database migration to Cloud SQL. Export old tables from SQL Server to Cloud Storage. Migrate all SQL Server data to BigQuery. What is the benefit of using a serverless data processing pipeline service? Full control over compute resources is provided Processed data will not require analysis. Pipeline infrastructure is fully managed and scalable. Processed data is guaranteed to be free of errors. An organization is concerned about the unlikely event that Google Cloud infrastructure is physically accessed by someone with malicious intent. How is data protected in Google Cloud? Data is immediately deleted whenever an intrusion is detected Data is stored on quantum computers with unbreakable encryption Data is stored using robust encryption Data is stored in random locations around the world to prevent it being found. 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? Cloud Spanner Cloud Storage BigQuery Firestore. An organization wants to transfer some of its data from Google Cloud. Which of these statements is true? Customer data may not be transferred out of Google Cloud Customers have full control of their data and may transfer it at any time Outgoing data transfer must be enabled in the Google Cloud console A technical support ticket must be raised with the correct department. A vacation home rental organization wants to predict the popularity of properties in their upcoming busy season. They do not have a data science team, and want to use their in-house database administration skills to create a machine learning model. What should the organization do? Use custom training in Vertex AI with TensorFlow Integrate pre-trained APIs into their application Use BigQuery ML and create models using SQL Build a model in AutoML using labeled data. An organization needs to rapidly scale its use of computing resources and honor its commitment to environmental sustainability. What should the organization do? Refactor application software to use less energy Use a public cloud provider with energy-efficient data centers Use a carbon-neutral energy provider for an existing on-premises data center Purchase energy-efficient servers for an existing on-premises data center. What is a defining feature of a non-relational database? Reporting across multiple data sources A strictly enforced schema A flexible data model Queries that join multiple tables. What is an example of unstructured data? Historical stock inventory Product ratings Customer orders Call center transcripts. 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? Multi cloud environment Virtual machine environment Hybrid cloud environment Container environment. 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 use? Cloud Functions Apache Beam Dataflow TensorFlow. An organization wants to leverage cloud technologies but is concerned about vendor lock-in. What would mitigate this concern? Open standards Database services .Service level agreements Scalable infrastructure. An organization must identify and fix security vulnerabilities in its cloud infrastructure and applications. Which Google Cloud service should they use? Security Command Center Google Cloud Armor Cloud Storage VPC networks. 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? Use the last year of data so there are fewer inconsistencies for the model to handle. Transform the data into a consistent format Group different format types and train a different model for each group Choose an ML model type that can process different formats of input data. Within Google’s Site Reliability Engineering framework, which concept measures how well a system is performing? Service-level agreement Service-level indicator Error reporting Service-level objective . What is the typical cloud spending behavior of most organizations? Decentralized and variable Centralized and variable Decentralized and fixed Centralized and fixed. 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? Disaster recovery Reduced development costs Scalability Built-in security. How does the resource hierarchy in Google Cloud help organizations implement security policies? Policies can be applied at the folder level and are inherited by projects inside the folder Projects in the resource hierarchy are not affected by security policies Policies can only be applied at the organization level and affect all projects. Policies can only be applied to individual projects. An organization wants to build a data pipeline to transform its data so it can be reconciled in a data warehouse. The solution must be scalable and require little or no management. Which Google product or service should the organization choose? Cloud Bigtable Cloud Storage Pub/Sub Dataflow. When is data automatically encrypted in Google Cloud? When it is in transit only When it is at rest and in transit Data is not automatically encrypted by default When it is at rest only. An organization is running Kubernetes applications across multiple cloud environments. They want a consistent and centralized management platform. Which service should they choose? Cloud Functions GKE Enterprise Cloud Run Compute Engine. An organization wants to collect and store all logs generated by applications running in Google Cloud. Which service should they use? Cloud Profiler Cloud Monitoring Cloud Trace Cloud Logging. An organization has hired a team of data scientists and developers. They want to create unique value in their business by coding an advanced machine learning model in Vertex AI Workbench. Which service should the organization use to train the model? Custom training AutoML Compute Engine Prebuilt APIs. 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? Compute Engine App Engine Kubernetes Engine Cloud Run. Which scenario uses machine learning to unlock business value from unstructured data? Analyzing tabular records of product defects to predict future maintenance cycles. Recommending new products based on previous purchases. Monitoring financial transactions to identify potential fraud and risk. Determining customer sentiments from call center voice recordings.

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