Title :
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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.367286
