A device may receive a simulation start command and status data indicating that network elements are ready to process data for multiple simulations. The device may align a time slot to zero, and may define a simulation start time, for the multiple simulations, based on the simulation start command and the status data. The device may define a verification start time, for the multiple simulations, based on the simulation start command, the status data, the time slot, and a system frame number being zero, and may define a network frame number that increments when the verification start time changes from zero to one. The device may cause the multiple simulations to be executed by the network elements, based on the time slot, the system frame number, and the network frame number, and may receive synchronized simulation results based on causing the multiple simulations to be executed by the network elements.