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articles/ai-services/openai/concepts/gpt-with-vision.md

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**Object grounding**: Azure AI Vision complements GPT-4 Turbo with Vision’s text response by identifying and locating salient objects in the input images. This lets the chat model give more accurate and detailed responses about the contents of the image.
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> [!IMPORTANT]
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> To use Vision enhancement, you need a Computer Vision resource. It must be in the paid (S0) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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> To use Vision enhancement, you need a Computer Vision resource. It must be in the paid (S1) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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:::image type="content" source="../media/concepts/gpt-v/object-grounding.png" alt-text="Screenshot of an image with object grounding applied. Objects have bounding boxes with labels.":::
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articles/automation/change-tracking/guidance-migration-log-analytics-monitoring-agent.md

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services: automation
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ms.subservice: change-inventory-management
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ms.topic: conceptual
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ms.date: 11/03/2023
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ms.date: 02/07/2024
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ms.author: sudhirsneha
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ms.custom: devx-track-azurepowershell
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---
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# Migration guidance from Change Tracking and inventory using Log Analytics to Change Tracking and inventory using Azure Monitoring Agent version
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#### Prerequisites
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- Ensure to have the Windows PowerShell console installed. We recommend that you use PowerShell version 7.2 or higher. Follow the steps to [Install PowerShell on Windows](/powershell/scripting/install/installing-powershell-on-windows).
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- Ensure you have PowerShell installed. The latest version of PowerShell 7 or higher is recommended. Follow the steps to [Install PowerShell on Windows, Linux, and macOS](/powershell/scripting/install/installing-powershell).
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- Obtain Read access for the specified workspace resources.
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- Ensure that you have `Az.Accounts` and `Az.OperationalInsights` modules installed. The `Az.PowerShell` module is used to pull workspace agent configuration information.
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- Ensure to have the Azure credentials to run `Connect-AzAccount` and `Select Az-Context` that set the context for the script to run.
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- [Install the latest version of the Az PowerShell module](/powershell/azure/install-azure-powershell). The **Az.Accounts** and **Az.OperationalInsights** modules are required to pull workspace agent configuration information.
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- Ensure you have Azure credentials to run `Connect-AzAccount` and `Select-AzContext` which set the script's context.
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Follow these steps to migrate using scripts.
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#### Migration guidance
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1. Install the script and run it to conduct migrations.
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1. Ensure that the new workspace resource ID is different to the one with which it's associated to in the Change Tracking and Inventory using the LA version.
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1. Ensure the new workspace resource ID is different from the one associated with the Change Tracking and Inventory using the LA version.
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1. Migrate settings for the following data types:
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- Windows Services
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- Linux Files
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- Windows Files
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- Windows Registry
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- Linux Daemons
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1. Generate and associates a new DCR to transfer the settings to the Change Tracking and Inventory using AMA.
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1. Generate and associate a new DCR to transfer the settings to the Change Tracking and Inventory using AMA.
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#### Onboard at scale
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Use the [script](https://github.com/mayguptMSFT/AzureMonitorCommunity/blob/master/Azure%20Services/Azure%20Monitor/Agents/Migration%20Tools/DCR%20Config%20Generator/CTDcrGenerator/CTWorkSpaceSettingstoDCR.ps1) to migrate Change tracking workspace settings to data collection rule.
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Use the [script](https://github.com/mayguptMSFT/AzureMonitorCommunity/blob/master/Azure%20Services/Azure%20Monitor/Agents/Migration%20Tools/DCR%20Config%20Generator/CTDcrGenerator/CTWorkSpaceSettingstoDCR.ps1) to migrate Change tracking workspace settings to a data collection rule.
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#### Parameters
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**Parameter** | **Required** | **Description** |
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--- | --- | --- |
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`InputWorkspaceResourceId`| Yes | Resource ID of the workspace associated to Change Tracking & Inventory with Log Analytics. |
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`OutputWorkspaceResourceId`| Yes | Resource ID of the workspace associated to Change Tracking & Inventory with Azure Monitoring Agent. |
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`InputWorkspaceResourceId`| Yes | Resource ID of the workspace associated with Change Tracking & Inventory with Log Analytics. |
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`OutputWorkspaceResourceId`| Yes | Resource ID of the workspace associated with Change Tracking & Inventory with Azure Monitoring Agent. |
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`OutputDCRName`| Yes | Custom name of the new DCR created. |
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`OutputDCRLocation`| Yes | Azure location of the output workspace ID. |
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`OutputDCRTemplateFolderPath`| Yes | Folder path where DCR templates are created. |
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### [Using PowerShell script](#tab/limit-policy)
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1. For File Content changes-based settings, you have to migrate manually from LA version to AMA version of Change Tracking & Inventory. Follow the guidance listed in [Track file contents](manage-change-tracking.md#track-file-contents).
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1. Any VM with > 100 file/registry settings for migration via portal isn't supported now.
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1. For File Content changes-based settings, you must migrate manually from LA version to AMA version of Change Tracking & Inventory. Follow the guidance listed in [Track file contents](manage-change-tracking.md#track-file-contents).
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1. Any VM with > 100 file/registry settings for migration via Azure Portal isn't supported.
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1. Alerts that you configure using the Log Analytics Workspace must be [manually configured](configure-alerts.md).
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---

articles/azure-monitor/logs/availability-zones.md

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### Shared clusters (default)
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All shared clusters in the following regions use availability zones. If your workspace is in one of these regions, Azure Monitor replicates your logs across the region-specific zones, as of January 2024.
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* Canada Central
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* France Central
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* North Europe
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* South Central US
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* Southeast Asia
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* UK South
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* West US 3
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| Americas | Europe | Middle East | Asia Pacific |
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| --- | --- | --- | --- |
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| Canada Central | France Central | UAE North | Australia East |
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| South Central US | North Europe | | Central India |
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| West US 3 | Norway East | | Southeast Asia |
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| | UK South | | |
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| | Sweden Central | | |
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### Dedicated clusters
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Azure Monitor currently supports data resilience for availability-zone-enabled dedicated clusters in these regions:

articles/azure-monitor/toc.yml

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- name: Azure Workbook components
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- name: Data sources
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- name: Data sources
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- name: Visualizations
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articles/azure-monitor/whats-new.md

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description: "What's new in Azure Monitor documentation"
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author: EdB-MSFT
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ms.date: 02/08/2024
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> :::image type="content" source="./media//whats-new/rss.png" alt-text="An rss icon."::: https://aka.ms/azmon/rss
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## [2024](#tab/2024)
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## January 2024
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|Subservice | Article | Description |
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|---|---|---|
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Agents|[MMA Discovery and Removal Utility](agents/azure-monitor-agent-mma-removal-tool.md)|Added a PowerShell script that discovers and removes the Log Analytics agent from machines as part of the migration to Azure Monitor Agent.|
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Agents|[Send data to Event Hubs and Storage (Preview)](agents/azure-monitor-agent-send-data-to-event-hubs-and-storage.md)|Update azure-monitor-agent-send-data-to-event-hubs-and-storage.md|
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Alerts|[Resource Manager template samples for metric alert rules in Azure Monitor](alerts/resource-manager-alerts-metric.md)|We've added a clarification about the parameters used when creating metric alert rules programatically.|
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Alerts|[Manage your alert instances](alerts/alerts-manage-alert-instances.md)|We've added documentation about the new alerts timeline view.|
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Alerts|[Create or edit a log alert rule](alerts/alerts-create-log-alert-rule.md)|Added limitations to log search alert queries.|
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Alerts|[Create or edit a log alert rule](alerts/alerts-create-log-alert-rule.md)|We've added samples of log search alert rule queries that use Azure Data Explorer and Azure Resource Graph.|
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Application-Insights|[Data Collection Basics of Azure Monitor Application Insights](app/opentelemetry-overview.md)|We've provided information on how to get a list of Application Insights SDK versions and their names.|
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Application-Insights|[Application Insights logging with .NET](app/ilogger.md)|We've clarified steps to view ILogger telemetry.|
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Application-Insights|[Migrate to workspace-based Application Insights resources](app/convert-classic-resource.md)|The script to discover classic resources has been updated.|
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Application-Insights|[Migrate to workspace-based Application Insights resources](app/convert-classic-resource.md)|Extra details are now available on migrating from Continuous Export to Diagnostic Settings.|
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Application-Insights|[Telemetry processors (preview) - Azure Monitor Application Insights for Java](app/java-standalone-telemetry-processors.md)|Sample metrics filters have been added.|
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Application-Insights|[Log-based and preaggregated metrics in Application Insights](app/pre-aggregated-metrics-log-metrics.md)|We've clarified how custom metrics work.|
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Containers|[Default Prometheus metrics configuration in Azure Monitor](containers/prometheus-metrics-scrape-default.md)|Added default targets for Control Plane to minimal ingestion profile|
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Containers|[Azure Monitor features for Kubernetes monitoring](containers/container-insights-overview.md)|Rewritten to focus on role of log collection and added agent details.|
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Containers|[Configure data collection in Container insights using ConfigMap](containers/container-insights-data-collection-configmap.md)|New article to consolidate ConfigMap configuration of all cluster configurations.|
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Containers|[Configure data collection in Container insights using data collection rule](containers/container-insights-data-collection-dcr.md)|New article to consolidate DCR configuration of all cluster configurations.|
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Containers|[Container insights log schema](containers/container-insights-logs-schema.md)|Combine Prometheus and Container insights|
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Containers|[Enable monitoring for Kubernetes clusters](containers/container-insights-enable-aks.md)|New article to consolidate onboarding process for all container configurations and for both Prometheus and Container insights.|
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Containers|[Customize scraping of Prometheus metrics in Azure Monitor managed service for Prometheus](containers/prometheus-metrics-scrape-configuration.md)|[Azure Monitor Managed Prometheus] Docs for pod annotation scraping through configmap|
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Essentials|[Custom metrics in Azure Monitor (preview)](essentials/metrics-custom-overview.md)|Article refreshed an updated|
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General|[Disable monitoring of your Kubernetes cluster](containers/kubernetes-monitoring-disable.md)|New article to consolidate process for all container configurations and for both Prometheus and Container insights.|
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Logs|[ Best practices for Azure Monitor Logs](best-practices-logs.md)|Dedicated clusters are now available in all commitment tiers, with a minimum daily ingestion of 100 GB.|
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Logs|[Enhance data and service resilience in Azure Monitor Logs with availability zones](logs/availability-zones.md)|Availability zones are now supported in the Israel Central, Poland Central, and Italy North regions.|
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Virtual-Machines|[Dependency Agent](vm/vminsights-dependency-agent-maintenance.md)|VM Insights Dependency Agent now supports RHEL 8.6 Linux.|
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Visualizations|[Composite bar renderer](visualize/workbooks-composite-bar.md)|We've edited the Workbooks content to make some features and functionality easier to find based on customer feedback. We've also removed legacy content.|
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## [2023](#tab/2023)
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Alerts|[Create or edit a metric alert rule](alerts/alerts-create-new-alert-rule.md)|Added limitations for use of custom properties in alert rules. Added list of query plugins not supported by log alert rule queries.|
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Application-Insights|[Add, modify, and filter OpenTelemetry](app/opentelemetry-add-modify.md)|Custom events code samples and instructions have been added to .NET Core / .NET tabs.|
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Application-Insights|[Migrate availability tests](app/availability-test-migration.md)|We've clarified the URL ping tests retirement statement. Migrate your URL ping tests as soon as possible using the PowerShell scripts provided in this article.|
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Application-Insights|[Enable Azure Monitor Application Insights Real User Monitoring](app/javascript-sdk.md)|Additional guidance has been added on when to use the npm package.|
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Application-Insights|[Migrate to workspace-based Application Insights resources](app/convert-classic-resource.md)|We confirmed that migrating from classic to workspace-based resources doesn't introduce application downtime or restarts, and it does not change your existing instrumentation key or connection string.|
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Application-Insights|[Enable Azure Monitor Application Insights Real User Monitoring](app/javascript-sdk.md)|More guidance has been added on when to use the npm package.|
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Application-Insights|[Migrate to workspace-based Application Insights resources](app/convert-classic-resource.md)|We confirmed that migrating from classic to workspace-based resources doesn't introduce application downtime or restarts, and it doesn't change your existing instrumentation key or connection string.|
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Logs|[Correlate data in Azure Data Explorer and Azure Resource Graph with data in a Log Analytics workspace](logs/azure-monitor-data-explorer-proxy.md)|Explained how to query Azure Data Explorer external tables using the `adx("")` expression. |
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articles/defender-for-cloud/faq-data-collection-agents.yml

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Defender for Cloud collects data from your Azure virtual machines (VMs), Virtual Machine Scale Sets, IaaS containers, and non-Azure computers (including on-premises machines) to monitor for security vulnerabilities and threats. The Log Analytics agent collects data, which reads various security-related configurations and event logs from the machine and copies the data to your workspace for analysis.
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How can I track AWS costs incurred for the disk snapshots created by Defender for Cloud agentless scanning?
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articles/defender-for-cloud/faq-general.yml

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articles/iot-central/core/overview-iot-central.md

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Applications you create using the *standard* plan are billed on a per device basis, you can choose either **Standard 0**, **Standard 1**, or **Standard 2** pricing plan with the first two devices being free. Learn more about [IoT Central pricing](https://azure.microsoft.com/pricing/details/iot-central/).
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You can quickly deploy a new IoT Central application and then customize it to your specific requirements. Application templates in Azure IoT Central are a tool to help you kickstart your IoT solution development. You can use application templates for everything from getting a feel for what is possible, to fully customizing your application to fit your scenario.
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IoT Central applications are fully hosted by Microsoft, which reduces the administration overhead of managing your applications. Administrators manage access to your application with [user roles and permissions](howto-administer.md) and track activity by using [audit logs](howto-use-audit-logs.md).
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The IoT Central documentation refers to four user roles that interact with an IoT Central application:

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