Syncing with main. Merge branch 'main' of https://github.com/MicrosoftDocs/azure-docs-pr into work-wn-formatting

Author: Heidilohr

articles/active-directory/authentication/concept-certificate-based-authentication-technical-deep-dive.md

@@ -76,16 +76,16 @@ Now we'll walk through each step:
 
 Azure AD CBA supports second factors to meet MFA requirements with single-factor certificates. Users can use either passwordless sign-in or FIDO2 security keys as second factors when the first factor is single-factor CBA. Users need to register passwordless sign-in or FIDO2 in advance to signing in with Azure AD CBA.
 
-** Steps to set up passwordless phone signin(PSI) with CBA
+**Steps to set up passwordless phone signin(PSI) with CBA**
 
 For passwordless sign-in to work, users should disable legacy notification through mobile app.
 
 1. Sign in to the [Azure portal](https://portal.azure.com).
 
 1. Follow the steps at [Enable passwordless phone sign-in authentication](../authentication/howto-authentication-passwordless-phone.md#enable-passwordless-phone-sign-in-authentication-methods)
 
->[!IMPORTANT]
->In the above configuration under step 4, please choose **Passwordless** option. Change the mode for each groups added for PSI for **Authentication mode**, choose  **Passwordless** for passwordless sign-in to work with CBA.
+   >[!IMPORTANT]
+   >In the above configuration under step 4, please choose **Passwordless** option. Change the mode for each groups added for PSI for **Authentication mode**, choose      **Passwordless** for passwordless sign-in to work with CBA.
 
 1. Select **Azure Active Directory** > **Security** > **Multifactor authentication** > **Additional cloud-based multifactor authentication settings**.
 

articles/azure-functions/functions-premium-plan.md

@@ -256,32 +256,32 @@ See the complete regional availability of Functions on the [Azure web site](http
 |East Asia| 100 | 20 |
 |East US | 100 | 100 |
 |East US 2| 100 | 100 |
-|France Central| 100 | 20 |
+|France Central| 100 | 60 |
 |Germany West Central| 100 | 20 |
 |Japan East| 100 | 20 |
 |Japan West| 100 | 20 |
 |Jio India West| 100 | 20 |
 |Korea Central| 100 | 20 |
 |Korea South| Not Available | 20 |
 |North Central US| 100 | 20 |
-|North Europe| 100 | 80 |
+|North Europe| 100 | 100 |
 |Norway East| 100 | 20 |
 |South Africa North| 100 | 20 |
-|South Central US| 100 | 60 |
+|South Central US| 100 | 100 |
 |South India | 100 | Not Available |
 |Southeast Asia| 100 | 20 |
 |Switzerland North| 100 | 20 |
 |Switzerland West| 100 | 20 |
 |UAE North| 100 | 20 |
-|UK South| 100 | 60 |
+|UK South| 100 | 100 |
 |UK West| 100 | 20 |
 |USGov Arizona| 100 | 20 |
 |USGov Texas| 100 | Not Available |
 |USGov Virginia| 100 | 20 |
 |West Central US| 100 | 20 |
 |West Europe| 100 | 100 |
 |West India| 100 | 20 |
-|West US| 100 | 40 |
+|West US| 100 | 100 |
 |West US 2| 100 | 20 |
 |West US 3| 100 | 20 |
 

articles/container-instances/TOC.yml

@@ -4,6 +4,8 @@
   items:
   - name: About Azure Container Instances
     href: container-instances-overview.md
+  - name: Resources and Quota Limits
+    href: container-instances-resource-and-quota-limits.md
 - name: Quickstarts
   expanded: true
   items:
@@ -53,10 +55,8 @@
   items:
   - name: Container groups
     href: container-instances-container-groups.md
-  - name: Quotas and limits
-    href: container-instances-quotas.md
-  - name: Region availability
-    href: container-instances-region-availability.md
+  - name: Region and resource availability
+    href: container-instances-resource-and-quota-limits.md
   - name: Relationship to orchestrators
     href: container-instances-orchestrator-relationship.md
   - name: Security
@@ -185,7 +185,7 @@
   - name: Build your skills with Microsoft Learn training
     href: /training/browse/?products=azure-container-instances
   - name: Region availability
-    href: https://azure.microsoft.com/regions/services/
+    href: https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/?products=container-instances
   - name: Pricing
     href: https://azure.microsoft.com/pricing/details/container-instances/
   - name: Roadmap

articles/container-instances/container-instances-resource-and-quota-limits.md

@@ -0,0 +1,122 @@
+---
+title: Resource availability & quota limits for ACI
+description: Availability and quota limits of compute and memory resources for the Azure Container Instances service in different Azure regions.
+ms.author: tomcassidy
+author: tomvcassidy
+ms.service: container-instances
+services: container-instances
+ms.topic: conceptual
+ms.date: 1/19/2023
+ms.custom: references_regions
+
+---
+# Resource availability & quota limits for ACI
+
+This article details the availability and quota limits of Azure Container Instances compute, memory, and storage resources in Azure regions and by target operating system. For a general list of available regions for Azure Container Instances, see [available regions](https://azure.microsoft.com/regions/services/). 
+
+Values presented are the maximum resources available per deployment of a [container group](container-instances-container-groups.md). Values are current at time of publication. 
+
+> [!NOTE] 
+> Container groups created within these resource limits are subject to availability within the deployment region. When a region is under heavy load, you may experience a failure when deploying instances. To mitigate such a deployment failure, try deploying instances with lower resource settings, or try your deployment at a later time or in a different region with available resources. 
+
+## Default Quota Limits 
+
+All Azure services include certain default limits and quotas for resources and features. This section details the default quotas and limits for Azure Container Instances.  
+
+Use the [List Usage](/rest/api/container-instances/location/listusage) API to review current quota usage in a region for a subscription. 
+
+Certain default limits and quotas can be increased. To request an increase of one or more resources that support such an increase, please submit an [Azure support request][azure-support] (select "Quota" for **Issue type**). 
+
+> [!IMPORTANT]  
+> Not all limit increase requests are guaranteed to be approved.
+> Deployments with GPU resources are not supported in an Azure virtual network deployment and are only available on Linux container groups.
+> Using GPU resources (preview) is not fully supported yet and any support is provided on a best-effort basis.
+
+### Unchangeable (Hard) Limits 
+
+The following limits are default limits that can’t be increased through a quota request. Any quota increase requests for these limits will not be approved.  
+
+| Resource | Actual Limit | 
+| --- | :--- | 
+| Number of containers per container group | 60 | 
+| Number of volumes per container group | 20 | 
+| Ports per IP | 5 | 
+| Container instance log size - running instance | 4 MB | 
+| Container instance log size - stopped instance | 16 KB or 1,000 lines | 
+
+
+### Changeable Limits (Eligible for Quota Increases) 
+
+| Resource | Actual Limit | 
+| --- | :--- | 
+| Standard sku container groups per region per subscription | 100 | 
+| Standard sku cores (CPUs) per region per subscription | 100 | 
+| Standard sku cores (CPUs) for K80 GPU per region per subscription | 0 | 
+| Standard sku cores (CPUs) for V100 GPU per region per subscription | 0 | 
+| Container group creates per hour |300<sup>1</sup> | 
+| Container group creates per 5 minutes | 100<sup>1</sup> | 
+| Container group deletes per hour | 300<sup>1</sup> | 
+| Container group deletes per 5 minutes | 100<sup>1</sup> | 
+
+## Standard Core Resources 
+
+### Linux Container Groups 
+
+By default, the following resources are available general purpose (standard core SKU) containers in general deployments and [Azure virtual network](container-instances-vnet.md) deployments) for Linux & Windows containers. 
+
+| Max CPU | Max Memory (GB) | VNET Max CPU | VNET Max Memory (GB) | Storage (GB) | 
+| :---: | :---: | :----: | :-----: | :-------: |
+| 4 | 16 | 4 | 16 | 50 | 
+
+For a general list of available regions for Azure Container Instances, see [available regions](https://azure.microsoft.com/regions/services/). 
+
+### Windows Containers 
+
+The following regions and maximum resources are available to container groups with [supported and preview](./container-instances-faq.yml) Windows Server containers. 
+
+#### Windows Server 2019 LTSC 
+
+> [!NOTE] 
+> 1B and 2B hosts have been deprecated for Windows Server 2019 LSTC. See [Host and container version compatibility](/virtualization/windowscontainers/deploy-containers/update-containers#host-and-container-version-compatibility) for more information on 1B, 2B, and 3B hosts. 
+
+The following resources are available in all Azure Regions supported by Azure Container Instances. For a general list of available regions for Azure Container Instances, see [available regions](https://azure.microsoft.com/regions/services/). 
+
+| 3B Max CPU | 3B Max Memory (GB) | Storage (GB) | Availability Zone support | 
+| :----: | :-----: | :-------: | 
+| 4 | 16 | 20 | Y | 
+
+## GPU Resources (Preview) 
+
+> [!IMPORTANT]  
+> Not all limit increase requests are guaranteed to be approved.
+> Deployments with GPU resources are not supported in an Azure virtual network deployment and are only available on Linux container groups.
+> Using GPU resources (preview) is not fully supported yet and any support is provided on a best-effort basis.
+
+The following maximum resources are available to a container group deployed with [GPU resources](container-instances-gpu.md) (preview). 
+
+| GPU SKUs | GPU count | Max CPU | Max Memory (GB) | Storage (GB) | 
+| --- | --- | --- | --- | --- | 
+| K80 | 1 | 6 | 56 | 50 | 
+| K80 | 2 | 12 | 112 | 50 | 
+| K80 | 4 | 24 | 224 | 50 | 
+| P100, V100 | 1 | 6 | 112 | 50 | 
+| P100, V100 | 2 | 12 | 224 | 50 | 
+| P100, V100 | 4 | 24 | 448 | 50 | 
+
+## Next steps 
+
+Certain default limits and quotas can be increased. To request an increase of one or more resources that support such an increase, please submit an [Azure support request][azure-support] (select "Quota" for **Issue type**). 
+
+Let the team know if you'd like to see additional regions or increased resource availability at [aka.ms/aci/feedback](https://aka.ms/aci/feedback). 
+
+For information on troubleshooting container instance deployment, see [Troubleshoot deployment issues with Azure Container Instances](container-instances-troubleshooting.md) 
+
+<!-- LINKS - External --> 
+
+[az-region-support]: ../availability-zones/az-overview.md#regions 
+
+[azure-support]: https://portal.azure.com/#blade/Microsoft_Azure_Support/HelpAndSupportBlade/newsupportrequest 
+
+ 
+
+ 

articles/container-instances/container-instances-virtual-network-concepts.md

@@ -16,7 +16,7 @@ ms.date: 06/17/2022
 This article provides background about virtual network scenarios, limitations, and resources. For deployment examples using the Azure CLI, see [Deploy container instances into an Azure virtual network](container-instances-vnet.md).
 
 > [!IMPORTANT]
-> Container group deployment to a virtual network is generally available for Linux containers, in most regions where Azure Container Instances is available. For details, see [Regions and resource availability](container-instances-region-availability.md).
+> Container group deployment to a virtual network is generally available for Linux and Windows containers, in most regions where Azure Container Instances is available. For details, see [Regions and resource availability](container-instances-region-availability.md). 
 
 ## Scenarios
 
@@ -38,7 +38,6 @@ Container groups deployed into an Azure virtual network enable scenarios like:
 
 ## Other limitations
 
-* Currently, only Linux containers are supported in a container group deployed to a virtual network.
 * To deploy container groups to a subnet, the subnet can't contain other resource types. Remove all existing resources from an existing subnet prior to deploying container groups to it, or create a new subnet.
 * To deploy container groups to a subnet, the subnet and the container group must be on the same Azure subscription.
 * You can't enable a [liveness probe](container-instances-liveness-probe.md) or [readiness probe](container-instances-readiness-probe.md) in a container group deployed to a virtual network.

articles/container-instances/container-instances-vnet.md

@@ -19,7 +19,7 @@ This article shows how to use the [az container create][az-container-create] com
 For networking scenarios and limitations, see [Virtual network scenarios and resources for Azure Container Instances](container-instances-virtual-network-concepts.md).
 
 > [!IMPORTANT]
-> Container group deployment to a virtual network is generally available for Linux containers, in most regions where Azure Container Instances is available. For details, see [Regions and resource availability][container-regions]. 
+> Container group deployment to a virtual network is generally available for Linux and Windows containers, in most regions where Azure Container Instances is available. For details, see [Regions and resource availability][container-regions]. 
 
 [!INCLUDE [network profile callout](./includes/network-profile/network-profile-callout.md)]
 

articles/machine-learning/how-to-access-resources-from-endpoints-managed-identities.md

@@ -5,8 +5,8 @@ description: Securely access Azure resources for your machine learning model dep
 services: machine-learning
 ms.service: machine-learning
 ms.subservice: core
-author: shohei1029
-ms.author: shnagata
+author: dem108
+ms.author: sehan
 ms.reviewer: mopeakande
 ms.date: 04/07/2022
 ms.topic: how-to

articles/machine-learning/how-to-autoscale-endpoints.md

@@ -5,8 +5,8 @@ description: Learn to scale up online endpoints. Get more CPU, memory, disk spac
 ms.service: machine-learning
 ms.subservice: core
 ms.topic: how-to
-author: shohei1029
-ms.author: shnagata
+author: dem108
+ms.author: sehan
 ms.reviewer: mopeakande
 ms.custom: devplatv2, cliv2, event-tier1-build-2022
 

articles/machine-learning/how-to-debug-managed-online-endpoints-visual-studio-code.md

@@ -5,8 +5,8 @@ description: Learn how to use Visual Studio Code to test and debug online endpoi
 services: machine-learning
 ms.service: machine-learning
 ms.subservice: core
-author: shohei1029
-ms.author:  shnagata
+author: dem108
+ms.author: sehan
 ms.reviewer: mopeakande
 ms.date: 11/03/2021
 ms.topic: troubleshooting

articles/machine-learning/how-to-deploy-automl-endpoint.md

@@ -5,8 +5,8 @@ description: Learn to deploy your AutoML model as a web service that's automatic
 services: machine-learning
 ms.service: machine-learning
 ms.subservice: core
-author: shohei1029
-ms.author:  shnagata
+author: dem108
+ms.author: sehan
 ms.reviewer: mopeakande
 ms.date: 05/11/2022
 ms.topic: how-to