MIRAGE: Machine Learning-based Modeling of Identical Replicas of the Jetson AGX Embedded Platform

A common feature of devices deployed at the edge today is their configurability. The NVIDIA Jetson AGX, for example, has a user-configurable frequency range larger than one order of magnitude for the CPU, the GPU, and the memory controller. Key to make effective use of this configurability is the ability to anticipate the application-level impact of a frequency configuration choice. To this end, t...