Title :
Memory hierarchy exploration for low power architectures in embedded multimedia applications
Author :
Kavvadias, N. ; Chatzigeorgiou, A. ; Zervas, N. ; Nikolaidis, S.
Author_Institution :
Electron. & Comput. Div., Aristotle Univ. of Thessaloniki, Greece
Abstract :
Multimedia applications are characterized by an increased number of data transfer and storage operations due to real time requirements. Appropriate transformations can be applied at the algorithmic level to improve crucial implementation characteristics. The effect of the data-reuse transformations on power consumption, area and performance of multimedia applications realized on embedded cores is examined. As demonstrators, widely applicable video processing algorithmic kernels, namely the row-column decomposition DCT and its fast implementation found in MPEG-X, are used. Experimental results prove that significant improvements in power consumption can be achieved without performance degradation by the application of data-reuse transformations in combination with the use of a custom memory hierarchy.
Keywords :
discrete cosine transforms; embedded systems; memory architecture; multimedia computing; performance evaluation; power consumption; video coding; MPEG-X; custom memory hierarchy; data-reuse transformations; embedded cores; embedded multimedia applications; low power architectures; performance; power consumption; row-column decomposition DCT; video processing algorithmic kernels; Application software; Application specific integrated circuits; Computer architecture; Embedded computing; Energy consumption; Memory; Physics computing; Portable computers; Power engineering computing; Very large scale integration;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki, Greece
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958117