api design – Recommended server and framework for highly available APIs

For a Web API that receives thousands of hits in one minute, it must also execute MySQL queries. What do you think is a perfect language, a Web server (Apache, nginx or another?) Or a framework (like PHP Slim) in which an API should be programmed and hosted? Is Erlang a good option?