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Xtream-Fit: An Energy-Delay Efficient Data Memory Subsystem for Embedded Media Processing

机译:Xtream-Fit:用于嵌入式媒体处理的能量延迟高效数据存储器子系统

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In this paper we propose a novel special-purpose data memory subsystem, called Xtream-Fit, aimed at achieving high energy-delay efficiency for streaming media applications. A key novelty of Xtream-Fit is that it exposes a single customization parameter, thus enabling a very simple and yet effective design space exploration methodology. A second key contribution of this work is the ability to achieve very high energy-delay efficiency through a synergistic combination of: (1) special purpose memory subsystem components, namely, a Streaming Memory and Scratch-Pad Memory; and (2) a novel task-based execution model that exposes/enhances opportunities for efficient prefetching, and aggressive dynamic energy conservation techniques targeting on-chip and off-chip memory components. Extensive experimental results show that Xtream-Fit reduces energy-delay product by 46% to 83%, as compared to general-purpose memory subsystems enhanced with state of the art Cache Decay and SDRAM power mode control policies.
机译:在本文中,我们提出了一种新颖的专用数据存储器子系统,称为Xtream-Fit,旨在实现流媒体应用的高能量延迟效率。 Xtream-Fit的关键新颖性是它公开了单一的自定义参数,从而实现了一个非常简单而有效的设计空间探索方法。这项工作的第二个关键贡献是通过协同组合来实现非常高的能量延迟效率:(1)特殊用途存储器子系统组件,即流存储器和刮擦垫存储器; (2)基于小型任务的执行模型,暴露/增强有效预取的机会,以及针对片上和片外存储器组件的侵略性动态节能技术。广泛的实验结果表明,与通用存储器子系统相比,Xtream-Fit可将能量延迟产品减少46%至83%,与最先进的高速缓存衰减和SDRAM电力模式控制策略增强。

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