动态覆盖的刮刮板存储器的能量最小化

Manish Verma, L. Wehmeyer, P. Marwedel
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引用次数: 150

摘要

内存子系统占当代嵌入式系统总能量预算的很大一部分。此外,在优化存储子系统的能耗方面存在很大的潜力。因此,人们正在设计新的存储器以及有效利用它们的新算法。众所周知,在功率、性能、面积和可预测性方面,刮擦板的性能优于缓存。然而,与缓存不同的是,它们的使用依赖于软件分配技术。我们提出了一种分配技术,该技术可以分析应用程序并插入指令,以便在运行时动态地将代码段和变量复制到草稿板上。我们证明了动态覆盖刮擦板问题是全局寄存器分配问题的扩展。利用ILP配方技术最优地解决了叠加问题。我们的方法改进了以前唯一已知的将变量和代码段静态分配到暂存板上的分配技术。实验报告显示,在能耗和应用程序运行时间上分别平均降低了34%和18%。还报告了代码大小的最小增加。
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Dynamic overlay of scratchpad memory for energy minimization
The memory subsystem accounts for a significant portion of the aggregate energy budget of contemporary embedded systems. Moreover, there exists a large potential for optimizing the energy consumption of the memory subsystem. Consequently, novel memories as well as novel algorithms for their efficient utilization are being designed. Scratchpads are known to perform better than caches in terms of power, performance, area and predictability. However, unlike caches they depend upon software allocation techniques for their utilization. We present an allocation technique which analyzes the application and inserts instructions to dynamically copy both code segments and variables onto the scratchpad at runtime. We demonstrate that the problem of dynamically overlaying scratchpad is an extension of the global register allocation problem. The overlay problem is solved optimally using ILP formulation techniques. Our approach improves upon the only previously known allocation technique for statically allocating both variables and code segments onto the scratchpad. Experiments report an average reduction of 34% and 18% in the energy consumption and the runtime of the applications, respectively. A minimal increase in code size is also reported.
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