redirect and updated links

Author: EdB-MSFT

.openpublishing.redirection.azure-monitor.json

@@ -5441,5 +5441,11 @@
             "redirect_url": "/azure/azure-sql/database/sql-insights-troubleshoot",
             "redirect_document_id": false
         }
+        ,
+        {
+            "source_path_from_root": "/articles/azure-monitor/autoscale/autoscale-virtual-machine-scale-sets.md",
+            "redirect_url": "/azure/virtual-machine-scale-sets/tutorial-autoscale-template",
+            "redirect_document_id": false
+        }
     ]
 }

articles/azure-monitor/autoscale/autoscale-overview.md

@@ -117,9 +117,9 @@ The full list of configurable fields and descriptions is available in the [Autos
 
 For code examples, see
 
-* [Advanced Autoscale configuration using Resource Manager templates for virtual machine scale sets](autoscale-virtual-machine-scale-sets.md)  
-* [Autoscale REST API](/rest/api/monitor/autoscalesettings)
-
+* [Tutorial: Automatically scale a virtual machine scale set with an Azure template](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-template)
+* [Tutorial: Automatically scale a virtual machine scale set with the Azure CLI](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-cli)
+* [Tutorial: Automatically scale a virtual machine scale set with an Azure template](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-powershell)
 ## Horizontal vs vertical scaling
 
 Autoscale scales horizontally, which is an increase, or decrease of the number of resource instances. For example, in a virtual machine scale set, scaling out means adding more virtual machines Scaling in means removing virtual machines. Horizontal scaling is flexible in a cloud situation as it allows you to run a large number of VMs to handle load.
@@ -144,10 +144,11 @@ The following services are supported by autoscale:
 To learn more about autoscale, see the following resources:
 
 * [Azure Monitor autoscale common metrics](autoscale-common-metrics.md)
-* [Scale virtual machine scale sets](../../virtual-machine-scale-sets/tutorial-autoscale-powershell.md?toc=%2fazure%2fazure-monitor%2ftoc.json)
-* [Autoscale using Resource Manager templates for virtual machine scale sets](../../virtual-machine-scale-sets/tutorial-autoscale-powershell.md?toc=%2fazure%2fazure-monitor%2ftoc.json)
-* [Best practices for Azure Monitor autoscale](autoscale-best-practices.md)
 * [Use autoscale actions to send email and webhook alert notifications](autoscale-webhook-email.md)
-* [Autoscale REST API](/rest/api/monitor/autoscalesettings)
-* [Troubleshooting virtual machine scale sets and autoscale](../../virtual-machine-scale-sets/virtual-machine-scale-sets-troubleshoot.md)
-* [Troubleshooting Azure Monitor autoscale](./autoscale-troubleshoot.md)
+* [Tutorial: Automatically scale a virtual machine scale set with an Azure template](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-template)
+* [Tutorial: Automatically scale a virtual machine scale set with the Azure CLI](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-cli)
+* [Tutorial: Automatically scale a virtual machine scale set with an Azure template](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-powershell)
+* [Autoscale CLI reference](https://learn.microsoft.com/cli/azure/monitor/autoscale?view=azure-cli-latest)
+* [ARM template resource definition](https://learn.microsoft.com/azure/templates/microsoft.insights/autoscalesettings)
+* [PowerShell Az.Monitor Reference](https://learn.microsoft.com/powershell/module/az.monitor/#monitor)
+* [REST API reference. Autoscale Settings](https://learn.microsoft.com/rest/api/monitor/autoscale-settings).