Artificial Intelligence has advanced considerably in recent years, with systems surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in utilizing them optimally in practical scenarios. This is where machine learning inference takes center stage, emerging as a critical focus for resear