Title :
New conception and algorithm of allocation mapping for processor arrays implemented into multi-context FPGA devices
Author :
Ratuszniak, Piotr ; Maslennikow, Oleg
Author_Institution :
Dept. of Electron. & Inf., Tech. Univ. of Koszalin, Koszalin, Poland
Abstract :
In the paper authors present new concept of realization of algorithms with regular graphs of information dependencies, in form of systolic arrays realized in multi-context programmable devices. Processor matrix efficiency depends on both allocation and schedule mapping. Authors use evolution algorithms and constraint programming to determine allocation mapping and optimize runtime of set algorithm. Authors compared the runtime of Cholesky´s algorithm for banded matrices in which the new concept has been used with ones obtained by use of linear and non-linear allocation mapping for processor matrix.
Keywords :
constraint handling; evolutionary computation; field programmable gate arrays; parallel architectures; system-on-chip; allocation mapping algorithm; constraint programming; evolution algorithms; linear allocation mapping; multicontext FPGA devices; nonlinear allocation mapping; processor arrays; processor matrix; Algorithm design and analysis; Computer architecture; Constraint optimization; Field programmable gate arrays; Genetic programming; Hardware; Parallel architectures; Power system modeling; Process design; Runtime;
Conference_Titel :
Computer Science and Information Technology, 2009. IMCSIT '09. International Multiconference on
Conference_Location :
Mragowo
Print_ISBN :
978-1-4244-5314-6
DOI :
10.1109/IMCSIT.2009.5352752