Title :
Efficient multicore implementation of an advanced generator of discrete chaotic sequences
Author :
Desnos, Karol ; El Assad, Safwan ; Arlicot, Aurore ; Pelcat, Maxime ; Menard, Daniel
Author_Institution :
IETR, INSA Rennes, Rennes, France
Abstract :
This paper details the design and implementation performances of an efficient generator of chaotic discrete integer valued sequences. The generator exhibits orbits having very large lengths compared to those given in the literature. It is implemented in C language and parallelized using the Parameterized and Interfaced Synchronous Dataflow Model of Computation (PiSDF MoC). The proposed structure is shown to be scalable, parallel and time efficient. The resulting implementation combines a very long minimal chaotic sequence omin > 7*2128 32-bit samples and a very high throughput of 173Mbps on 4 cores of a General Purpose Processor.
Keywords :
C language; chaos generators; data flow computing; multiprocessing systems; random sequences; C language; PiSDF-MoC; chaotic discrete integer valued sequence generator; general purpose processor; generator design performance; generator implementation performance; multicore implementation; parallelization; parameterized-and-interfaced synchronous dataflow model-of-computation; scalable-parallel-time efficient structure; very-long minimal-chaotic sequence; Bit rate; Chaotic communication; Generators; Multicore processing; Optimization; Parallel processing; Chaotic generator; dataflow model of computation; multicore implementation; performance analysis; pseudo-random number generator;
Conference_Titel :
Internet Technology and Secured Transactions (ICITST), 2014 9th International Conference for
Conference_Location :
London
DOI :
10.1109/ICITST.2014.7038770