• 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