Architecture for running processing intense algorithms on web server

Question

Hi,

 

I am looking for a solution to run a processing intense scheduling algorithm on webserver accessed by upto 500 clients. 

 

I am not sure how to have an architecture to handle 500 clients at the same time accessing the scheduler?