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
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