可重构mpsoc架构中的能量消耗:面向两级缓存优化的方法

A. Bengueddach, B. Senouci, S. Niar, B. Beldjilali
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引用次数: 7

摘要

为了满足嵌入式市场日益增长的计算需求,多处理器芯片被认为是最好的出路。在本工作中,我们研究了嵌入式MPSoC系统的能耗估算。减少能量消耗的有效解决方案之一是重新配置缓存存储器。这种方法适用于一个缓存级别/一个处理器架构。本文的主要贡献是通过估算能耗来探索两级数据缓存(L1/L2)多处理器架构。利用仿真平台Multi2Simj,我们首先构建了一个多处理器架构,然后提出了一种新的改进的CPACT算法,该算法调整了两级缓存的内存层次结构(L1和L2)。缓存调优方法基于三个参数:缓存大小、行大小和关联性。在这种方法中,为了找到最佳的缓存配置,我们将软件应用程序划分为几个间隔,并为应用程序的每个间隔自动生成最佳缓存配置。最后,使用一组开源基准测试(Spec2006、Splash-2和mediabbench)验证了该方法,并从加速和能耗降低的角度讨论了性能。
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Energy consumption in reconfigurable mpsoc architecture: Two-level caches optimization oriented approach
In order to meet the ever-increasing computing requirement in embedded market, multiprocessor chips were proposed as the best way out. In this work we investigate the estimation of the energy consumption in embedded MPSoC system. One of the efficient solutions to reduce the energy consumption is to reconfigure the caches memories. This approach was applied for one cache level/one processor architecture. The main contribution of this paper is to explore two level data cache (L1/L2) multiprocessor architecture by estimating the energy consumption. Using a simulation platform (Multi2Simj, we first built a multiprocessor architecture, and then we propose a new modified CPACT algorithm that tunes the two-level caches memory hierarchy (L1 & L2). The caches tuning approach is based on three parameters: cache size, line size, and associativity. In this approach, and in order to find the best cache configuration, the software application is divided into several intervals and we generate automatically the best cache configuration for each interval of the application. Finally, the approach is validated using a set of open source benchmarks, Spec2006, Splash-2 and MediaBench and we discuss the performance in terms of speedup and energy reduction.
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