A Linux-based operating system (OS) is an open source software alternative to Microsoft Windows Server. There are multiple different distributions of Linux OS available, and while they can used for any type of server, they are designed specifically for building servers and clusters aimed at high performance computing (HPC), big data analytics, deep learning and AI.