Merge pull request #2357 from MicrosoftDocs/repo_sync_working_branch

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MicrosoftDocs · Jan 16, 2025 · 3e71535 · 3e71535
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diff --git a/articles/machine-learning/how-to-attach-kubernetes-anywhere.md b/articles/machine-learning/how-to-attach-kubernetes-anywhere.md
@@ -74,6 +74,8 @@ A `KubernetesCompute` target in Azure Machine Learning workloads (training and m
 - The availability of **Preview features** in Azure Machine Learning isn't guaranteed.
 - Models (including the foundational model) from the **Model Catalog** and **Registry** aren't supported on Kubernetes online endpoints.
 - The process of creating a model inference deployment inside the cluster has a timeout limit of **20 minutes**. This includes downloading the image, downloading the model, and initializing the user scripts.
+- Azure Machine Learning extension supports Kubernetes Baseline Pod Security Standard. 
+- Training on Kubernetes compute doesn't support auto scale nodes.
 
 ## Recommended best practices
 

diff --git a/articles/search/search-sku-tier.md b/articles/search/search-sku-tier.md
@@ -59,9 +59,9 @@ Currently, several regions are capacity-constrained for specific tiers and can't
 
 | Region | Disabled tier (SKU) due to over-capacity | Suggested alternative |
 |--------|------------------------------------------|-----------------------|
-| France Central | Basic, S1| Switzerland North |
-| North Europe | All tiers | Switzerland North |
-| West Europe | All tiers | Switzerland North |
+| France Central | Basic, S1| Sweden Central, Switzerland North|
+| North Europe | All tiers | Sweden Central, Switzerland North|
+| West Europe | All tiers | Sweden Central, Switzerland North|
 | US Gov Virginia | All tiers | US Gov Arizona |
 
 ## Feature availability by tier