Devices, methods and instructions encoded on computer readable medium are provided herein for management of virtual desktop infrastructure (VDI) sessions in a VDI system based on real-time network conditions. In one example, a request for allocation of bandwidth to a first VDI session configured to operate in parallel with a plurality of other VDI sessions in a network is received at a network device. The real-time conditions of the network are detected, and the network device uses these real-time network conditions to determine if sufficient bandwidth is available to satisfy the request for allocation of bandwidth to the first VDI session. A determination is then performed, based on one or more provisioned policies, to determine how bandwidth is to be allocated between the first VDI session and the other parallel VDI sessions. Bandwidth may then be allocated to the first VDI session.