Managing virtual desktop infrastructure data sharing

A host device detects a first request from a first remote device and a second request from a second remote device, each request related to hosting one or more computing desktop environments within a virtual machine, wherein each remote device is at a respective location. The host device determines that the remote devices are qualified to share computing desktop environments based on a proximity threshold. The host device hosts a first computing desktop environment for sharing by the remote devices. The host device gathers respective new locations of the remote devices. The host device determines, by identifying that the respective new locations are not close enough to satisfy the proximity threshold, that the remote devices are no longer qualified to share computing desktop environments. The host device terminates the access of the first remote device to the first computing desktop environment and maintains the access of the second remote device.