Sending arduino signal to another arduino
An arduino may not be as fast as a PC or phone, but it is VERY fast indeed (16,000,000 operations /sec). Unless the code for arduino #1 is incredibly complex, the one arduino should be able to do it all on its own. 
P.S. Please post the code for Arduino #1