Efficient and Scalable Compiler-Directed Energy Optimization for Realtime Applications

Po-Kuan Huang, S. Ghiasi
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引用次数: 12

Abstract

We present a compilation technique that targets realtime applications running on embedded processors with combined dynamic voltage scaling (DVS) and adaptive body biasing (ABB) capabilities. Considering the delay and energy penalty of switching between operating modes of the processor, our compiler judiciously inserts mode switch instructions in selected locations of the code and generates executable binary that is guaranteed to meet the deadline constraint. More importantly, our algorithm runs very fast and comes reasonably close to the theoretical limit of energy optimization using DVS+ABB. At 65 nm technology, we improve the energy dissipation of the generated code by an average of11.4% under deadline constraints. While our technique's improvement in energy dissipation over conventional DVS is marginal (3%) at 130nm, the average improvement continues to grow to 4.7%, 8.8% and 15.4% for 90nm, 65nm and 45nm technology nodes, respectively. Compared to a recent ILP-based competitor, we improve the runtime by more than three orders of magnitude, while producing improved results
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针对实时应用的高效和可扩展的编译器定向能量优化
我们提出了一种针对运行在嵌入式处理器上的实时应用程序的编译技术,该处理器具有动态电压缩放(DVS)和自适应体偏置(ABB)功能。考虑到在处理器的工作模式之间切换的延迟和能量损失,我们的编译器明智地在代码的选定位置插入模式切换指令,并生成保证满足最后期限约束的可执行二进制文件。更重要的是,我们的算法运行速度非常快,并且相当接近使用DVS+ABB进行能量优化的理论极限。在65nm技术下,在截止日期限制下,我们将生成代码的能量消耗平均提高了11.4%。虽然我们的技术在130nm节点上对传统分布式交换机的能耗改善很小(3%),但在90nm、65nm和45nm技术节点上,平均改善幅度分别达到4.7%、8.8%和15.4%。与最近基于ilp的竞争对手相比,我们将运行时间提高了三个数量级以上,同时产生了更好的结果
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