Low energy memory component design for cost-sensitive high performance embedded systems

C. Gebotys
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引用次数: 5

Abstract

Although memory has been shown to be a crucial component of the total system energy dissipation, few low energy memory design techniques exist. This paper presents for the first time a network flow approach to minimizing the energy dissipation of memory components during systems synthesis. The number of external and internal memory accesses and the number of extra computations (or data regeneration) for each task is optimized to minimize the total estimated system energy dissipation. This is unlike previous research which has only discussed adhoc suggestions for this problem. Results for a large complex real industrial application, audio compression, donated by Motorola, show that estimated energy savings of 2 to 10 times per task contributed 2.7 times energy savings for the embedded system. This research is important for industry since energy dissipation consideration at the early stages of design is crucial for mapping high performance applications into cost-efficient and reliable systems.
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用于成本敏感型高性能嵌入式系统的低能量存储器元件设计
虽然存储器已被证明是整个系统能量耗散的一个关键组成部分,很少有低能量存储器设计技术存在。本文首次提出了一种最小化系统综合过程中存储组件能量损耗的网络流方法。优化每个任务的外部和内部内存访问数量以及额外计算(或数据再生)的数量,以最小化估计的系统总能耗。这与以前的研究不同,以前的研究只讨论了针对这个问题的临时建议。对于一个大型复杂的实际工业应用,音频压缩,摩托罗拉捐赠的结果表明,估计每个任务节省2到10倍的能源为嵌入式系统节省了2.7倍的能源。这项研究对工业来说很重要,因为在设计的早期阶段考虑能量消耗对于将高性能应用映射到经济高效和可靠的系统至关重要。
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