It should not. StackOverflow.com, for example, runs on ASP.NET MVC and is one of the websites with most traffic in the world. Also blazing fast and rarely goes down. Even in Black Friday!
also, once you open a web browser with the website, it keeps an open connection to the server. Their servers handles all the open concurrent connections