DocumentCode
3059620
Title
Temporal analysis of cache prefetching strategies for multimedia applications
Author
Cucchiara, Rita ; Piccardi, Massimo ; Prati, Andrea
Author_Institution
Modena Univ., Italy
fYear
2001
fDate
36982
Firstpage
311
Lastpage
318
Abstract
Prefetching is a widely adopted technique for improving performance of cache memories. Performances are typically affected by the design parameters, such as cache size and associativity, but also by the type of locality embodied in the programs. In particular multimedia tools and programs handling images and video are characterized by a bi-dimensional spatial locality that could be greatly exploited by the inclusion of prefetching in the cache architecture. In this paper we compare some prefetching techniques for multimedia programs (such as MPEG compression, image processing, visual object segmentation) by performing a detailed evaluation of the memory access time. The goal is to prove that a significant speedup can be achieved by using either standard prefetching techniques (such as OBL or adaptive prefetching) or some innovative and image-oriented prefetching methods like the neighbor prefetching described in the paper. Performance are measured with the PRIMA trace-driven simulator
Keywords
cache storage; image processing; multimedia systems; performance evaluation; virtual machines; MPEG compression; PRIMA trace-driven simulator; bi-dimensional spatial locality; cache associativity; cache memories; cache prefetching strategies; cache size; image processing; locality; memory access time; multimedia applications; neighbor prefetching; performance measurement; temporal analysis; video; visual object segmentation; Cache memory; Filtering algorithms; History; Image coding; Image processing; Performance analysis; Pixel; Prefetching; Streaming media; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Performance, Computing, and Communications, 2001. IEEE International Conference on.
Conference_Location
Phoenix, AZ
Print_ISBN
0-7803-7001-5
Type
conf
DOI
10.1109/IPCCC.2001.918668
Filename
918668
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