Make high traffic to test web services

We have a mobile application which our the marketing team expects more than 2 million installations and up to 1,500 concurrent users.

we developed REST web services, now I want to test our performance (server, web application and etc.) before lunch,

Is there any online service to make traffic on our web services ?