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Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00)
Hardware Prefetching Techniques for Cache Memories in Multimedia Applications
Padova, Italy
September 11-September 13
ISBN: 0-7695-0740-9
| ASCII Text | x | ||
| R. Cucchiara, M. Piccardi, A. Prati, "Hardware Prefetching Techniques for Cache Memories in Multimedia Applications," Computer Architectures for Machine Perception, International Workshop on, pp. 311, Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00), 2000. | |||
| BibTex | x | ||
| @article{ 10.1109/CAMP.2000.875990, author = {R. Cucchiara and M. Piccardi and A. Prati}, title = {Hardware Prefetching Techniques for Cache Memories in Multimedia Applications}, journal ={Computer Architectures for Machine Perception, International Workshop on}, volume = {0}, year = {2000}, isbn = {0-7695-0740-9}, pages = {311}, doi = {http://doi.ieeecomputersociety.org/10.1109/CAMP.2000.875990}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Computer Architectures for Machine Perception, International Workshop on TI - Hardware Prefetching Techniques for Cache Memories in Multimedia Applications SN - 0-7695-0740-9 SP EP A1 - R. Cucchiara, A1 - M. Piccardi, A1 - A. Prati, PY - 2000 KW - image processing; cache memories; multimedia applications; hardware prefetching; cache memory organization; multimedia; multimedia image processing programs; kernels; MPEG-2 decoding; edge chain coding VL - 0 JA - Computer Architectures for Machine Perception, International Workshop on ER - | |||
The workload of multimedia applications has a strong impact on cache memory performance, since the locality of memory references embedded in multimedia programs differs from that of traditional programs. In many cases, standard cache memory organization achieves poorer performance when used for multimedia. A widely explored approach to improve cache performance is hardware prefetching that allows the pre-loading of data in the cache before they are referenced. However, existing hardware prefetching approaches partially miss the potential performance improvement, since they are not tailored to multimedia locality. In this paper we propose novel effective approaches to hardware prefetching to be used in image processing programs for multimedia. Experimental results are reported for a suite of multimedia image processing programs including convolutions with kernels, MPEG-2 decoding, and edge chain coding.
Index Terms:
image processing; cache memories; multimedia applications; hardware prefetching; cache memory organization; multimedia; multimedia image processing programs; kernels; MPEG-2 decoding; edge chain coding
Citation:
R. Cucchiara, M. Piccardi, A. Prati, "Hardware Prefetching Techniques for Cache Memories in Multimedia Applications," camp, pp.311, Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00), 2000
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