Systems and methods for reducing problems and disadvantages associate with remotely booting multiple information handling systems are disclosed. A method may include obtaining system-specific parameters regarding a system including a plurality of remotely-booted clients, the system-specific parameters including a average client boot time threshold. The method may also include generating a plurality of client boot threads based on at least one or more of the system-specific parameters. The method may additionally include measuring an actual average client boot time of the plurality of client boot threads. The method may further include determining a number of remotely-booted clients for substantially simultaneous remote booting based on at least the actual average client boot time and the average client boot time threshold.