Random Numbers for Parallel Computers: Requirements and Methods

We examine the requirements and the available methods and software to provide (or imitate) uniform random numbers in parallel computing environments. In some settings, the goal is to use parallel processors to fill up rapidly a large array of random numbers. In other settings, thousands or millions of independent streams of random numbers are required, each one computed on a single processing element