According to an exemplary embodiment of the present disclosure, a method of generating a network-on-chip (NoC) in an electronic device includes clustering a plurality of cores based on total communication energy comprising first communication energy between a plurality of voltage-frequency-islands (VFIs) and second communication energy inside the plurality of VFIs.