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QUESTION 235
You have a Microsoft Entra tenant named contoso.com and an Azure Virtual Desktop deployment.
You have a RemoteApp app group named RemoteApp1.
You have a partner company named Fabrikam, Inc. that has 200 users. The users require access to RemoteApp1.
You need to identify which type of pricing is associated with providing RemoteApp1 access to the Fabrikam users.
What should you identify?

A. compute only
B. compute, storage, and networking only
C. Azure Virtual Desktop per-user access and compute only
D. Azure Virtual Desktop per-user access only
E. Azure Virtual Desktop per-user access, compute, storage, and networking

Answer: E
Explanation:
This includes the per-user access fee for external users and the costs associated with the Azure infrastructure needed to run the service, such as compute, storage, and networking.

QUESTION 236
You have an Azure Virtual Desktop deployment that contains a pooled host pool named Pool1. Pool1 contains five session hosts.
You plan to deploy two apps named App1 and App2. The solution must meet the following requirements:
– All the session hosts must contain both apps.
– All users must connect to a full desktop session.
– Only users in the sales department must be able to use App1.
– Only users in the research department must be able to use App2.
You need to ensure that the users in each department can see only their assigned app when they connect to Pool1.
What should you use?

A. FSLogix application masking
B. MSIX app attach
C. RemoteApp application groups
D. RemoteApp streaming

Answer: A

QUESTION 237
You have an Azure Virtual Desktop deployment that contains a host pool.
The host pool contains 100 session hosts that run Windows 10 on general-purpose virtual machines.
You plan to implement Quality of Service (QoS) for the deployment.
What should you do first?

A. Configure a scaling plan.
B. Switch to a high-performance computing (HPC) virtual machine.
C. Implement RDP Shortpath.
D. Upgrade all the session hosts to Windows 11.

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QUESTION 597
You have a subnet named Subnet1 that contains Azure virtual machines. A network security group (NSG) named NSG1 is associated to Subnet1. NSG1 only contains the default rules.
You need to create a rule in NSG1 to prevent the hosts on Subnet1 form connecting to the Azure portal. The hosts must be able to connect to other internet hosts.
To what should you set Destination in the rule?

A. Application security group
B. IP Addresses
C. Service Tag
D. Any

Answer: C
Explanation:
You can use service tags to achieve network isolation and protect your Azure resources from the general Internet while accessing Azure services that have public endpoints. Create inbound/outbound network security group rules to deny traffic to/from Internet and allow traffic to/from AzureCloud or other available service tags of specific Azure services.
Reference:
https://docs.microsoft.com/en-us/azure/virtual-network/service-tags-overview

QUESTION 598
You have an Azure subscription named Subscription1 that contains an Azure Log Analytics workspace named Workspace1.
You need to view the error events from a table named Event.
Which query should you run in Workspace1?

A. search in (Event) “error”
B. Event | where EventType is “error”
C. select * from Event where EventType == “error”
D. Get-Event Event | where {$_.EventType == “error”}

Answer: A
Explanation:
To search a term in a specific table, add the table-name just after the search operator.
Note:
There are several versions of this question in the exam. The question has two possible correct answers:
1. Event | search “error”
2. Event | where EventType == “error”
3. search in (Event) “error”
Other incorrect answer options you may see on the exam include the following:
1. Get-Event Event | where {$_.EventTye ג€”eq “error”}
2. Event | where EventType is “error”
3. search in (Event) * | where EventType ג€”eq “error”
4. select * from Event where EventType is “error”
Reference:
https://docs.microsoft.com/en-us/azure/azure-monitor/log-query/search-queries
https://docs.microsoft.com/en-us/azure/azure-monitor/log-query/get-started-portal
https://docs.microsoft.com/en-us/azure/data-explorer/kusto/query/searchoperator?pivots=azuredataexplorer

QUESTION 599
You have an Azure subscription named Subscription1 that contains a virtual network named VNet1. VNet1 is in a resource group named RG1.
Subscription1 has a user named User1. User1 has the following roles:
– Reader
– Security Admin
– Security Reader
You need to ensure that User1 can assign the Reader role for VNet1 to other users.
What should you do?

A. Remove User1 from the Security Reader role for Subscription1. Assign User1 the Contributor role for RG1.
B. Assign User1 the User Access Administrator role for VNet1.
C. Remove User1 from the Security Reader and Reader roles for Subscription1.
D. Assign User1 the Contributor role for VNet1.

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QUESTION 104
You use Azure Machine Learning designer to build a model pipeline. What should you create before you can run the pipeline?

A. a Jupyter notebook
B. a registered model
C. a compute resource

Answer: C

QUESTION 105
You need to build an image tagging solution for social media that tags images of your friends automatically.
Which Azure Cognitive Services service should you use?

A. Computer Vision
B. Face
C. Text Analytics
D. Form Recognizer

Answer: B
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/face/overview
https://docs.microsoft.com/en-us/azure/cognitive-services/face/face-api-how-to-topics/howtodetectfacesinimage

QUESTION 106
You use drones to identify where weeds grow between rows of crops to send an Instruction for the removal of the weeds.
This is an example of which type of computer vision?

A. scene segmentation
B. optical character recognition (OCR)
C. object detection

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QUESTION 303
You are building a chatbot.
You need to ensure that the bot will recognize the names of your company’s products and codenames. The solution must minimize development effort.
Which Azure Cognitive Service for Language service should you include in the solution?

A. custom text classification
B. entity linking
C. custom Named Entity Recognition (NER)
D. key phrase extraction

Answer: C

QUESTION 304
You have an Azure subscription that contains an Azure App Service app named App1.
You provision a multi-service Azure AI Services resource named CSAccount1.
You need to configure App1 to access CSAccount1. The solution must minimize administrative effort.
What should you use to configure App1?

A. a system-assigned managed identity and an X.509 certificate
B. the endpoint URI and an OAuth token
C. the endpoint URI and a shared access signature (SAS) token
D. the endpoint URI and subscription key

Answer: D

QUESTION 305
You have an Azure subscription that contains a multi-service Azure AI Translator resource named Translator1.
You are building an app that will translate text and documents by using Translator1.
You need to create the REST API request for the app.
Which headers should you include in the request?

A. the access control request, the content type, and the content length
B. the subscription key and the client trace ID
C. the resource ID and the content language
D. the subscription key, the subscription region, and the content type

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Question: 1
– [Configure and Use Code Scanning]
After investigating a code scanning alert related to injection, you determine that the input is properly sanitized using custom logic. What should be your next step?

A. Draft a pull request to update the open-source query.
B. Ignore the alert.
C. Open an issue in the CodeQL repository.
D. Dismiss the alert with the reason “false positive.”

Answer: D
Explanation:
When you identify that a code scanning alert is a false positive—such as when your code uses a custom sanitization method not recognized by the analysis—you should dismiss the alert with the reason “false positive.” This action helps improve the accuracy of future analyses and maintains the relevance of your security alerts. As per GitHub’s documentation:
“If you dismiss a CodeQL alert as a false positive result, for example because the code uses a sanitization library that isn’t supported, consider contributing to the CodeQL repository and improving the analysis.”
By dismissing the alert appropriately, you ensure that your codebase’s security alerts remain actionable and relevant.

Question: 2
– [Configure and Use Dependency Management]
When does Dependabot alert you of a vulnerability in your software development process?

A. When a pull request adding a vulnerable dependency is opened
B. As soon as a vulnerable dependency is detected
C. As soon as a pull request is opened by a contributor
D. When Dependabot opens a pull request to update a vulnerable dependency

Answer: B
Explanation:
Dependabot alerts are generated as soon as GitHub detects a known vulnerability in one of your dependencies. GitHub does this by analyzing your repository’s dependency graph and matching it against vulnerabilities listed in the GitHub Advisory Database. Once a match is found, the system raises an alert automatically without waiting for a PR or manual action.
This allows organizations to proactively mitigate vulnerabilities as early as possible, based on real- time detection.
Reference: GitHub Docs – About Dependabot alerts; Managing alerts in GitHub Dependabot

Question: 3
– [Configure and Use Dependency Management]
Which of the following is the most complete method for Dependabot to find vulnerabilities in third- party dependencies?

A. Dependabot reviews manifest files in the repository
B. CodeQL analyzes the code and raises vulnerabilities in third-party dependencies
C. A dependency graph is created, and Dependabot compares the graph to the GitHub Advisory database
D. The build tool finds the vulnerable dependencies and calls the Dependabot API

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Question: 1
You have subscribed to GitHub Premium Support, and you need to submit a support ticket. GitHub Premium Support can help you with:

A. writing scripts.
B. installing GitHub Enterprise Server.
C. setting up hardware.
D. integrating with third-party applications.

Answer: B
Explanation:
GitHub Premium Support includes assistance with installing and using GitHub Enterprise Server, ensuring your deployment is configured correctly and any installation issues are resolved.

Question: 2
You need to contact GitHub Premium Support. What are valid reasons for submitting a support ticket? (Each answer presents a complete solution. Choose two.)

A. license renewal
B. hardware setup issues or errors
C. business impact from security issues within your organization
D. outages on GitHub.com affecting core Git functionality

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QUESTION 382
You have a Hyper-V generation 2 virtual machine image that was prepared by running sysprep.exe.
You plan to use the image as part of an SAP application server deployment on Azure.
You need to ensure that you can deploy the image as an Azure virtual machine.
What should you do first?

A. Convert the virtual disk to a dynamically expanding disk.
B. Use Azure Storage Explorer to upload the VHDX file to a storage account.
C. Convert the VHDX disk image to a VHD disk image.
D. Run azcopy to upload the VHDX file to a managed disk.

Answer: C
Explanation:
Before you upload a Windows virtual machine (VM) from on-premises to Azure, you must prepare the virtual hard disk (VHD or VHDX). Azure supports both generation 1 and generation 2 VMs that are in VHD file format and that have a fixed-size disk. The maximum size allowed for the OS VHD on a generation 1 VM is 2 TB.
You can convert a VHDX file to VHD, convert a dynamically expanding disk to a fixed-size disk, but you can’t change a VM’s generation.

QUESTION 383
You have an Azure subscription.
You plan to deploy an SAP landscape that will store /sapmnt on an NFS Azure file share.
You need to recommend a backup solution for /sapmnt. The solution must meet the following requirements:
– Provide recoverability if the file share is deleted.
– Minimize administrative effort.
What should you include in the recommendation?

A. AzCopy
B. Azure Backup
C. fpsync
D. snapshots

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QUESTION 252
Which three actions improve the quality of responses returned by a generative Al solution that uses GPT-3.5? Each correct answer presents a complete solution.
NOTE: Each correct answer is worth one point.

A. Add grounding data to prompts.
B. Provide additional examples to prompts.
C. Modify tokenization.
D. Add training data to prompts.
E. Modify system messages.

Answer: BDE

QUESTION 253
Which Azure Al Language feature can be used to retrieve data, such as dates and people’s names, from social media posts?

A. language detection
B. speech recognition
C. key phrase extraction
D. entity recognition

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QUESTION 356
You plan to deploy an Azure BareMetal Infrastructure instance that will host the data tier of a business-critical workload. The application tier of the workload will be hosted on Azure virtual machines.
You need to configure the virtual machines to minimize network latency between the application tier and the data tier.
What should you use?

A. an availability zone
B. ExpressRoute FastPath
C. an availability set
D. a proximity placement group

Answer: D

QUESTION 357
Your company has IT, security, and finance departments.
You need to implement a new Azure deployment that will include multiple Azure subscriptions and management groups. The solution must meet the following requirements:
– Ensure that all policies are assigned at the management group level.
– Ensure that all the finance department resources have specific encryption policies applied.
– Ensure that only users in the IT department can create virtual machines in any Azure region.
– Ensure that users in the finance department can create virtual machines in only the East US Azure region.
What is the minimum number of management groups you can create for the planned deployment?

A. 1
B. 2
C. 3
D. 4

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QUESTION 167
You are creating an automation that must copy a file from an on-premises shared folder to a Microsoft SharePoint library.
The automation must be triggered after a file is created in the shared folder.
You need to create the automation.
Which two features must you use to achieve this goal? Each correct answer presents part of the solution. Choose two.
NOTE: Each correct selection is worth one point.

A. Desktop flow
B. Cloud flow
C. Machine registration
D. On-premises data gateway

Answer: AD

QUESTION 168
You are building automations within Microsoft Power Platform for Contoso.
The automations have the following key requirements:
– A single parent automation is already configured. The automation must be used to trigger an additional child automation.
– The parent automation already exists within the ContosoAutomations solution. The existing child automation is outside of the solution.
– All automations must be deployed together.
– No dependency on physical compute environments is allowed.
You need to configure the automations.
What should you do?

A. Use a connection reference.
B. Delete the parent flow. Recreate it outside of the solution.

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QUESTION 349
A company designs a Microsoft Dataverse Custom API to encapsulate business logic in it.
The Custom API business logic must be encapsulated in a way that does not allow the business logic behavior to be modified or canceled.
You need to set the parameter value of the custom API so it cannot be customized.
Which parameter value should you set?

A. Execute Privilege Name to prv_SdkMessageProcessingStep
B. Enabled for Workflow to No
C. Binding Type to Entity
D. Custom Processing Step to None

Answer: B

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QUESTION 281
A company is implementing a customized app that will automatically route cases.
You need to determine the correct URL to connect to the app location in the cloud.
Which URL format should you use?

A. https://”<“org”>.dynamics.com/apps
B. https://”<“org”>.crm.dynamics.com/
C. https://..dynamics.com/Apps/uniquename/
D. https://”<“org”>/apps

Answer: B

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QUESTION 207
You have the Azure resources shown in the following table.

To which identities can you assign the Contributor role for RG1?

A. User1 only
B. User1 and Group1 only
C. User1 and VM1 only
D. User1, VM1, and App1 only
E. User1, Group1, VM1, and App1

QUESTION 208
You have 2,500 users who are assigned Microsoft Office 365 Enterprise E3 licenses. The licenses are assigned to individual users.
From the Groups blade in the Azure Active Directory admin center, you assign Microsoft Office 365 Enterprise E5 licenses to a group that includes all users.
You needed to remove the Office 365 Enterprise E3 licenses from the users by using the least amount of administrative effort.
What should you use?3

A. the Groups blade in the Azure Active Directory admin center
B. the Set-AzureAdUser cmdlet
C. the Identity Governance blade in the Azure Active Directory admin center
D. the Licenses blade in the Azure Active Directory admin center

Answer: D

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QUESTION 207
Case Study 3 – Litware Inc
Overview
Fabrikam, Inc. is a financial services company.
The company has branch offices in New York, London, and Singapore. Fabrikam has remote users located across the globe. The remote users access company resources, including cloud resources, by using a VPN connection to a branch office.
Existing Environment
Identity Environment
The network contains an Active Directory Domain Services (AD DS) forest named fabrikam.com that syncs with an Azure AD tenant named fabrikam.com. To sync the forest, Fabrikam uses Azure AD Connect with pass-through authentication enabled and password hash synchronization disabled.
The fabrikam.com forest contains two global groups named Group1 and Group2.
Microsoft 365 Environment
All the users at Fabrikam are assigned a Microsoft 365 E5 license and an Azure Active Directory Premium Plan 2 license.
Fabrikam implements Microsoft Defender for Identity and Microsoft Defender for Cloud Apps and enables log collectors.
Azure Environment
Fabrikam has an Azure subscription that contains the resources shown in the following table.

Amazon Web Services (AWS) Environment
Fabrikam has an Amazon Web Services (AWS) account named Account1. Account1 contains 100 Amazon Elastic Compute Cloud (EC2) instances that run a custom Windows Server 2022. The image includes Microsoft SQL Server 2019 and does NOT have any agents installed.
Current Issues
When the users use the VPN connections, Microsoft 365 Defender raises a high volume of impossible travel alerts that are false positives.
Defender for Identity raises a high volume of Suspected DCSync attack alerts that are false positives.
Requirements
Planned changes
Fabrikam plans to implement the following services:
– Microsoft Defender for Cloud
– Microsoft Sentinel
Business Requirements
Fabrikam identifies the following business requirements:
– Use the principle of least privilege, whenever possible.
– Minimize administrative effort.
Microsoft Defender for Cloud Apps Requirements
Fabrikam identifies the following Microsoft Defender for Cloud Apps requirements:
– Ensure that impossible travel alert policies are based on the previous activities of each user.
– Reduce the amount of impossible travel alerts that are false positives.
Microsoft Defender for Identity Requirements
Minimize the administrative effort required to investigate the false positive alerts.
Microsoft Defender for Cloud Requirements
Fabrikam identifies the following Microsoft Defender for Cloud requirements:
– Ensure that the members of Group2 can modify security policies.
– Ensure that the members of Group1 can assign regulatory compliance policy initiatives at the Azure subscription level.
– Automate the deployment of the Azure Connected Machine agent for Azure Arc-enabled servers to the existing and future resources of Account1.
– Minimize the administrative effort required to investigate the false positive alerts.
Microsoft Sentinel Requirements
Fabrikam identifies the following Microsoft Sentinel requirements:
– Query for NXDOMAIN DNS requests from the last seven days by using built-in Advanced Security Information Model (ASIM) unifying parsers.
– From AWS EC2 instances, collect Windows Security event log entries that include local group membership changes.
– Identify anomalous activities of Azure AD users by using User and Entity Behavior Analytics (UEBA).
– Evaluate the potential impact of compromised Azure AD user credentials by using UEBA.
– Ensure that App1 is available for use in Microsoft Sentinel automation rules.
– Identify the mean time to triage for incidents generated during the last 30 days.
– Identify the mean time to close incidents generated during the last 30 days.
– Ensure that the members of Group1 can create and run playbooks.
– Ensure that the members of Group1 can manage analytics rules.
– Run hunting queries on Pool1 by using Jupyter notebooks.
– Ensure that the members of Group2 can manage incidents.
– Maximize the performance of data queries.
– Minimize the amount of collected data.
You need to minimize the effort required to investigate the Microsoft Defender for Identity false positive alerts.
What should you review?

A. the status update time
B. the resolution method of the source computer
C. the alert status
D. the certainty of the source computer

Answer: D
Explanation:
https://learn.microsoft.com/en-us/defender-for-identity/understanding-security-alerts#defender-for-identity-and-nnr-network-name-resolution

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QUESTION 249
A company uses Power Apps. You embed a canvas app in a model-driven app form.
You need to bind the app to a form component.
Which form component should you use?

A. View
B. Section
C. Column
D. Tab

Answer: C
Explanation:
To embed a canvas app in a model-driven app form, you need to customize the form and add a column that will display the canvas app. In the column properties, you can select the canvas app control and choose the web option. You can also bind the app to a table column or a static value1. A view, a section, or a tab are not valid form components for embedding a canvas app.
https://learn.microsoft.com/en-us/power-apps/maker/model-driven-apps/embedded-canvas-app-add-classic-designer

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QUESTION 68
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have a complex SAP environment that has both ABAP-and Java-based systems. The current on-premises landscapes are based on SAP NetWeaver 7.0 (Unicode and Non-Unicode) running on Windows Server and Microsoft SQL Server.
You need to migrate the SAP environment to a HANA-certified Azure environment.
Solution: You deploy a new environment to Azure that uses SAP NetWeaver 7.4. You export the databases from the on-premises environment, and then you import the databases into the Azure environment.
Does this meet the goal?

A. Yes
B. No

Answer: B
Explanation:
Instead use Azure Site Recovery to migrate.
Reference:
https://docs.microsoft.com/en-us/azure/site-recovery/vmware-azure-architecture

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QUESTION 58
You are designing an Azure Virtual Desktop deployment.
You identify the network latency between the locations where users reside and the planned deployment.
What should you use to identify the best Azure region to deploy the host pool?

A. Azure Traffic Manager
B. Azure Virtual Desktop Experience Estimator
C. Azure Monitor for Azure Virtual Desktop
D. Azure Advisor

Answer: B
Explanation:
Azure Virtual Desktop Experience Estimator estimates the connection round trip time (RTT) from your current location, through the Azure Virtual Desktop service, to each Azure region in which you can deploy virtual machines.
https://azure.microsoft.com/en-us/products/virtual-desktop/assessment/#estimation-tool

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QUESTION 16
A customer order is placed on hold by the system for potentially fraudulent activity.
You need to determine which aspect of the order caused it to be placed on hold.
What should you do?

A. View the order holds report and filter on the fraud hold code and order number.
B. View the fraud notes set on the order hold for the order.
C. View the hold reason code set on the order hold for the order.
D. View the fraud details specified on the order hold for the order.

Answer: D
Explanation:
https://docs.microsoft.com/en-us/dynamics365/commerce/set-up-fraud-alerts

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QUESTION 89
A company plans to roll out several Power Apps apps to multiple business units across international operations.
The apps must be managed through an application lifecycle management (ALM) solution to provide a consistent and predictable use experience. All changes to the app must be traceable and documented in a single location. You must be able to revert to a previous version of an app. The app release cycles must be as streamlined as possible.
You need to create an application for the apps.
Which two tools should you use? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A. Microsoft Azure DevOps
B. Microsoft Visual Studio
C. Lifecycle Services
D. AppSource
E. Common Data Service

Answer: AE
Explanation:
DevOps is the combining of two historically disparate disciplines: software development and IT operations. The primary goal of DevOps is to shorten the software development lifecycle and provide continuous integration and continuous delivery (CI/CD) with high software quality. You can use Power Apps build tools to automate common build and deployment tasks related to Power Apps if your DevOps platform is Azure DevOps.
To use the features and tools available for ALM, all environments that participate in ALM must include a Dataverse database.
Reference:
https://docs.microsoft.com/en-us/power-platform/alm/overview-alm
https://docs.microsoft.com/en-us/power-platform/alm/new-project-alm
https://docs.microsoft.com/en-us/power-platform/alm/overview-alm#alm-for-power-apps-power-automate-power-virtual-agents-and-dataverse

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QUESTION 52
You are working on an app that will save the device metrics produced every minute by various IoT devices.
You decide to collect the data for two entities; the devices and the device metrics produced by each device.
You were about to create two containers for these identified entities but suddenly your data engineer suggests placing both entities in a single container, not in two different containers.
What would you do?

A. Create a document with the deviceid property and other device data, and add a property called ‘type’ having the value ‘device’. Also, create another document for each metrics data collected using devicemetricsid property.
B. Create a document with the deviceid property and other device data. After that embed each metrics collection into the document with the devicemetricsid property and all the metrics data.
C. Create a document with the deviceid property and other device data, and add a property called “type” with the value ‘device’. Create another document for each metrics data using the devicemetricsid and deviceid properties and add a property called “type” with the value devicemetrics.
D. None of these.

Answer: C
Explanation:
If you create two different types of documents including the property ‘deviceid’ for both entities, it will ease referencing both entities inside the container.

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