Recommended server and framework for highly available API

For a web-based API which is getting thousands of hits in a minute, it has to run MySQL queries as well. What do you think would be a perfect language, web server (Apache, nginx or some other?) or framework (like PHP Slim) that API should be programmed, and hosted on? Is Erlang a good option?