Title :
Cache misses and energy-dissipation results for JPEG-2000 filtering
Author :
Andreopoulos, Yiannis ; Masselos, Kostas ; Schelkens, Peter ; Lafruit, Gauthier ; Cornelis, Jan
Author_Institution :
Dept. ETRO/IMEC, Vrije Univ., Brussels, Belgium
Abstract :
After its establishment as a new standard for still-image coding, JPEG-2000 is now in the stage of the exploration for efficient implementation in real-life systems. In this paper we focus on the implementation of the frontend part, i.e. the filtering processes performed by the discrete wavelet transform (DWT). The target platforms are programmable processors, since the modern evolution of their design positions them as good alternatives for efficient, flexible and fast time-to-market designs. As a result, to facilitate the incorporation of the new standard in such designs, we present experimental and theoretical results for the data-related cache misses that occur during the DWT, since it has been shown that these comprise the main bottleneck in this type of application. In addition to this, we also rank the presented designs with respect to the power efficiency, under a high-level power estimation scheme. To validate our models, apart from the simulation results, indicative experimental results are presented in superscalar and VLIW real-life architectures.
Keywords :
cache storage; code standards; data compression; digital filters; discrete wavelet transforms; image coding; parallel architectures; power consumption; DWT; JPEG-2000 filtering; VLIW real-life architectures; data-related cache misses; discrete wavelet transform; energy dissipation; frontend implementation; high-level power estimation; power efficiency; programmable processors; standard; still-image coding; superscalar architectures; Discrete wavelet transforms; Engines; Filtering; Filters; Interleaved codes; Microelectronics; Production; Resource description framework; Software design; Standards development;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1027873