We do not support automatic autoscale at this point, but it is definitely a feature we will be considering in the future. For now, you can scale on-demand in the portal or using Azure CLI.

it cannot do autoscale up and down now. But i think you can query for usage metrics and trigger a scale up/down with azure cli/powershell. This is a good feature we should have later in the public preview