When considering complex or very large data sets, using the largest and most powerful computers in the world sounds ideal. High-performance computing is a perfect match for complex machine learning and big data models. These supercomputers can easily process billions of calculations, improving the capabilities of machine learning technologies.
What Is High-Performance Computing and How Does it Work?
To understand High-Performance (HPC) you need to first understand supercomputers. A supercomputer is a type of HPC solution which performs at the highest operational rate for computers.
Unlike traditional computers, supercomputers use parallel processing. This multitasking capability enables supercomputers to process calculations at a much faster rate. Supercomputers are typically used for handling large data sets or process-intensive computing.