Title :
CUDA code support in multiagent platform JADE
Author :
Zaoralek, L. ; Gajdos, Petr
Author_Institution :
Dept. of Comput. Sci., VSB - Tech. Univ. of Ostrava, Ostrava-Poruba, Czech Republic
Abstract :
This paper describes a new feature of multi-agent framework which enables execution of GPU kernels. This brings a novel implementation of JADE CUDA Agent that accepts PTX/CUDA-C code and runs this code on GPUs. All such agents can receive PTX code or CUDA source code via ACL messages. Beyond integration of CUDA support, this paper is also focused on performance measurement of proposed solution and evaluation of final results.
Keywords :
C language; Java; graphics processing units; multi-agent systems; operating system kernels; parallel architectures; parallel programming; performance evaluation; ACL messages; CUDA source code; GPU kernels; JADE CUDA agent; PTX/CUDA-C code; multiagent platform JADE; mutliagent framework; Computer architecture; Graphics processing units; Instruction sets; Java; Kernel; Performance evaluation; Registers; ACL messages; CUDA; JADE; Multi-Agent System; PTX code;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location :
Kochi
Print_ISBN :
978-1-4673-5117-1
DOI :
10.1109/ISDA.2012.6416596
