Survey of Parallel MATLAB Techniques and Applications to Signal and Image Processing

Author

Krishnamurthy, Arvind ; Nehrbass, J. ; Chaves, J.C. ; Samsi, Siddharth

Author_Institution

Ohio Supercomputer Center, Columbus, OH, USA

Volume

4

fYear

2007

fDate

15-20 April 2007

Abstract

We present a survey of modern parallel MATLAB techniques. We concentrate on the most promising and well supported techniques with an emphasis in SIP applications. Some of these methods require writing explicit code to perform inter-processor communication while others hide the complexities of communication and computation by using higher level programming interfaces. We cover each approach with special emphasis given to performance and productivity issues.

Keywords

communication complexity; image processing; SIP applications; communication complexity; computational complexity; explicit code; image processing; inter-processor communication; parallel MATLAB techniques; programming interfaces; signal processing; Computer languages; Concurrent computing; Distributed computing; High performance computing; Image processing; Licenses; MATLAB; Productivity; Signal processing; Signal processing algorithms; Array signal processing; Distributed algorithms; Distributed computing; Image processing;

fLanguage

English

Publisher

ieee

Conference_Titel

Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on

Conference_Location

Honolulu, HI

ISSN

1520-6149

Print_ISBN

1-4244-0727-3

Type

conf

DOI

10.1109/ICASSP.2007.367286

Filename

4218317