The Ubuntu-based HPC and AI is a distribution of Linux based on Ubuntu and optimized for HPC (High Performance Computing) and GPU virtual machines (VMs) on Microsoft Azure. It is intended for HPC and AI workloads on Azure's newer HB/HC and ND family of VMs. For details, Click Here