• DocumentCode
    3346663
  • Title

    Distributed Matlab based signal and image processing using JavaPorts

  • Author

    Manolakos, Elias S. ; Galatopoullos, Demetris G. ; Funk, Andrew P.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
  • Volume
    5
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    Many scientists and engineers have signal and image processing applications that involve large data sets and could benefit from parallel processing on readily-available clusters of workstations (COWs). Unfortunately these applications often exist as legacy code, such as Matlab functions, which are not easily parallelizable. The goal of the JavaPorts project is to provide a framework for flexible development of parallel and distributed component-based applications for heterogeneous COWs. The latest version of the package supports the integration of Java and Matlab components into the same application. The main features of the JavaPorts framework and its tools are discussed and application examples are presented which highlight its ability to support the rapid prototyping of parallel and distributed computing strategies with communicating Java and Matlab components.
  • Keywords
    Java; distributed processing; image processing; signal processing; software tools; workstation clusters; COW; Java/Matlab integration; JavaPorts tools; Matlab based signal processing; communicating components; distributed processing; image processing; parallel processing; workstation clusters; Cows; Data engineering; Distributed computing; Image processing; Java; Packaging; Parallel processing; Prototypes; Signal processing; Workstations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1327086
  • Filename
    1327086