A system described herein may identify Key Performance Indicators (“KPIs”) associated with User Equipment (“UEs”) that are connected to a radio access network (“RAN”). Each KPI may be associated with wireless communications between a respective UE and the RAN. The system may identify a plurality of service categories associated with the plurality of UEs, where each particular UE is associated with a respective service category. The system may determine, based on the KPIs and the service category associated with each UE of the plurality of UEs, a radio resource partitioning configuration for the RAN. The particular radio resource partitioning configuration may specify that different portions of a set of radio resources, implemented by the RAN, are associated with different network slices. The RAN may implement the radio resource partitioning configuration by sending and receiving traffic, associated with respective network slices, via a corresponding portion of the set of radio resources.