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Multimedia Tools and Applications

, Volume 20, Issue 2, pp 159–178 | Cite as

Improving Data Prefetching Efficacy in Multimedia Applications

  • Rita Cucchiara
  • Andrea Prati
  • Massimo Piccardi
Article

Abstract

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, which allows the pre-loading of data in the cache before they are referenced. However, existing hardware prefetching approaches are unable to exploit the potential improvement in performance, 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 MPEG-2 decoding and encoding, convolution, thresholding, and edge chain coding.

cache performance hardware prefetching techniques multimedia benchmark MPEG decode image processing 

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© Kluwer Academic Publishers 2003

Authors and Affiliations

  • Rita Cucchiara
  • Andrea Prati
  • Massimo Piccardi

There are no affiliations available

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