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*[Tutorial: Automatically scale a virtual machine scale set with an Azure template](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-template)
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*[Tutorial: Automatically scale a virtual machine scale set with the Azure CLI](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-cli)
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*[Tutorial: Automatically scale a virtual machine scale set with an Azure template](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-powershell)
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## Horizontal vs vertical scaling
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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.
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To learn more about autoscale, see the following resources:
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*[Azure Monitor autoscale common metrics](autoscale-common-metrics.md)
*[Autoscale using Resource Manager templates for virtual machine scale sets](../../virtual-machine-scale-sets/tutorial-autoscale-powershell.md?toc=%2fazure%2fazure-monitor%2ftoc.json)
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*[Best practices for Azure Monitor autoscale](autoscale-best-practices.md)
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*[Use autoscale actions to send email and webhook alert notifications](autoscale-webhook-email.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)
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*[Tutorial: Automatically scale a virtual machine scale set with the Azure CLI](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-cli)
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*[Tutorial: Automatically scale a virtual machine scale set with an Azure template](https://learn.microsoft.com/azure/virtual-machine-scale-sets/tutorial-autoscale-powershell)
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