Title :
A systematic approach for system bus load reduction applied to medical imaging
Author :
Danckaert, Koen ; Kulkarni, Chidamber ; Catthoor, Francky ; De Man, H. ; Tiwari, Vivek
Author_Institution :
IMEC, Leuven, Belgium
Abstract :
Multimedia algorithms deal with enormous amounts of data transfers and storage, resulting in huge bandwidth requirements at the off-chip memory and system bus level. As a result the related energy consumption becomes critical. Even for execution time the bottleneck can shift from the CPU to the external bus load. This paper demonstrates a systematic software approach to reduce this system bus load. It consists of source-to-source code transformations, that have to be applied before the conventional ILP compilation. To illustrate this we use a cavity detection algorithm for medical imaging, that is mapped on a general-purpose programmable processor
Keywords :
data flow analysis; embedded systems; medical image processing; multimedia computing; system buses; ILP compilation; bandwidth requirements; cavity detection algorithm; data transfers; energy consumption; execution time; general-purpose programmable processor; medical imaging; multimedia algorithms; off-chip memory level; source-to-source code transformations; system bus level; system bus load reduction; systematic approach; systematic software approach; Bandwidth; Biomedical imaging; Detection algorithms; Gaussian processes; Heart; Image storage; Merging; Pipeline processing; Read-write memory; System buses;
Conference_Titel :
VLSI Design, 2001. Fourteenth International Conference on
Conference_Location :
Bangalore
Print_ISBN :
0-7695-0831-6
DOI :
10.1109/ICVD.2001.902639