DocumentCode
267740
Title
Translating of MATLAB/SIMULINLK model to synchronous dataflow graph for parallelism analysis and programming embedded multicore systems
Author
Guesmi, Kaouther ; Hasnaoui, Salem
Author_Institution
Nat. Sch. of Eng. of Tunis - ENIT, Univ. of Tunis Al-Manar, Tunis, Tunisia
fYear
2014
fDate
16-18 Dec. 2014
Firstpage
156
Lastpage
161
Abstract
Software implementation of compute-intensive applications in digital signal processing requires large computing power and has real-time performance requirements. Employing multicore architecture is usually the only means for solving the grand challenge of computational problems. Developing multicore-based systems requires a high degree of concurrency for optimizing performances of systems. For this purpose, this paper addresses the redesigning of MATLABSimulink models for efficient concurrent implementation using multiple processors. Our approach consists of translating a Simiüink model into discrete synchronous dataflow graph in order to treat them as concurrent system by exploiting task-level parallelism without alter the input-output behavior of the system.
Keywords
data flow graphs; embedded systems; multiprocessing systems; parallel processing; MATLAB model; SIMULINLK model; embedded multicore system; parallelism analysis; synchronous dataflow graph; system programming; task-level parallelism; Analytical models; Computational modeling; Delays; MATLAB; Mathematical model; Program processors; Dataflow graph; MATLAB/Simulink; multicore embedded systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Design & Test Symposium (IDT), 2014 9th International
Conference_Location
Algiers
Type
conf
DOI
10.1109/IDT.2014.7038605
Filename
7038605
Link To Document