A method may include determining a dynamic spectrum sharing (DSS) policy in a two stage approach. In a stage, the method may include determining radio resource requirements of each user equipment (UE) among active UEs using an individual UE resource scaling factor. In another stage, the method may include determining the DSS policy based on cumulative radio resource requirements of the active UEs determined based on the individual UE resource scaling factor, and DSS scaling factors.