If a given computation requires a large number of CPUs or memory (RAM), it is possible to scale the application to a dedicated high-performance compute node. In this case, the same application will launch with the exact same interface, however, the available resources can be significantly larger (e.g. up to 120 vCPU and 456GB memory) or can include additional devices (e.g. a GPU).