A method, computer program product and system for reducing the boot time of a client device in a client device/data center environment. A profile of the client device, which includes information regarding the usage characteristics of the client device, may be created. A confidence level indicating the likelihood that the client device is going to be booted may be determined based on the client device's profile. The confidence level and the utilization of the resources of the server blades in the data center may be examined in determining whether to have an appropriate server blade perform an action involved in booting the operating system of the client device. If the appropriate server blade performs such an action, e.g., pre-booting the client device's operating system, prior to the user of the client device attempting to boot its operating system, then the boot time may be reduced.