Really surprised it's just one application machine I thought it's some microservices thing. I thought one machine would crumble under load. Thanks for answering though.
With efficient code in .NET, a single machine can handle such kind of load without breaking a sweat. I actually sleep better knowing there are fewer moving parts to fail!