Artificial Intelligence has made remarkable strides in recent years, with algorithms surpassing human abilities in diverse tasks. However, the main hurdle lies not just in creating these models, but in utilizing them effectively in everyday use cases. This is where machine learning inference takes center stage, arising as a key area for researchers