Virtual machine scale sets allow you to create and manage a group of Azure VMs providing high availability to applications. Scale sets provide options to distribute VM instances across multiple availability zones and support automatic scaling up to 1,000 VM instances. They simplify the creation and management of multiple virtual machines on Azure.