Parallel GPU accelerated Recursion-based generators of pseudorandom numbers
| Autorzy | Stpiczyński P.; Szatkowski D.; Potiopa J. |
|---|---|
| Tytuł | Parallel GPU accelerated Recursion-based generators of pseudorandom numbers |
| Czasopismo | Proceedings of the Federated Conference on Computer Science and Information Systems |
| Rok | 2012 |
| Status | Published |
| Strony | 571–578 |
| Abstrakt | Abstract—The aim of the paper is to show how to design fast parallel algorithms for linear congruential and lagged Fibonacci pseudorandom numbers generators. The new algorithms employ the divide-and-conquer approach for solving linear recurrence systems and can be easily implemented on GPU-accelerated hybrid systems using CUDA or OpenCL. Numerical experiments performed on a computer system with modern Fermi GPU show that they achieve good speedup in comparison to the standard CPU-based sequential algorithms. |
| Wydawca | IEEE Computer Society Press |