depending on your level of hosting it may be that you are reaching the allowed connection limit:
5089
at the basic level, the linux plan allows 50 concurrent connections, most modern browsers use pipelined simultaneous requests which means that 10 visitors on your site can easily take 50 simultaneous connections.
to be honest, I have not had many good experiences with GoDaddy hosting, they are not a hosting company I would recommend.