Methods, computer-readable storage medium, and systems described herein facilitate provisioning a virtual desktop infrastructure having virtual shared storage. A provisioning manager receives a desktop pool type and provisions virtual shared storage among a cluster of hosts. The provisioning manager configures the virtual shared storage based on the desktop pool type and provisions at least one virtual machine to each host in the cluster of hosts. The provisioning manager optimizes the virtual shared storage by receiving a storage performance benchmark from each host and performing an optimization on the cluster of hosts if the storage performance benchmark results do not meet a threshold within a pre-defined tolerance.