A method, performed by a network entity, of executing a software package in a wireless communication system, is provided. The method includes identifying package information of each of a plurality of software packages and graphics processing unit (GPU) state information used by the plurality of software packages with respect to a plurality of user equipments (UEs) connected to the network entity, when a workload of at least one of the plurality of packages is changed, determining to change a GPU usage profile, based on the package information and the GPU state information, determining the number of packages to process the workload, identifications (IDs) of GPUs to be allocated to the packages, and usage locations of the GPUs, based on the package information and the GPU state information, updating the GPU usage profile, according to the determined IDs of the GPUs and the determined usage locations of the GPUs, and allocating the GPUs to the plurality of software packages, based on the updated GPU usage profile.