Artificial Intelligence has advanced considerably in recent years, with algorithms surpassing human abilities in numerous tasks. However, the real challenge lies not just in training these models, but in utilizing them effectively in real-world applications. This is where AI inference takes center stage, arising as a critical focus for experts and