Design a SoC job scheduler

Design a job scheduler for hardware blocks inside a System-on-Chip (a single chip containing CPU, GPU, DSP, NPU/TPU, video encoder/decoder, DMA engines, and memory controllers), and explain how you would implement it using Linux kernel mechanisms.