基于编译器辅助调度的无线传感器网络应用间冗余消除

Vikram Gupta, E. Tovar, Karthik Lakshmanan, R. Rajkumar
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引用次数: 5

摘要

当前大多数无线传感器网络(WSN)节点都配备了各种类型的多个传感器,因此支持多任务和多个并发应用变得越来越普遍。这一趋势促进了wsn的设计,允许多个并发用户部署具有不同需求的应用程序。在本文中,我们通过设计一种新的编译器辅助调度方法(称为REIS)来扩展整体编程方案的优势,该方法能够识别和消除应用程序之间的冗余。为了实现这种有用的高级优化,我们将每个用户应用程序建模为可执行指令的线性序列。我们展示了如何使用众所周知的字符串匹配算法,如最长公共子序列(LCS)和最短公共超序列(SCS)来生成考虑嵌入式调度信息的已部署应用程序的最佳合并单片序列。我们表明,与正常执行并发应用程序相比,我们的方法可以帮助实现处理器使用方面平均节省约60%的能源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Inter-application redundancy elimination in Wireless Sensor Networks with compiler-assisted scheduling
Most current-generation Wireless Sensor Network (WSN) nodes are equipped with multiple sensors of various types, and therefore support for multi-tasking and multiple concurrent applications is becoming increasingly common. This trend has been fostering the design of WSNs allowing several concurrent users to deploy applications with dissimilar requirements. In this paper, we extend the advantages of a holistic programming scheme by designing a novel compiler-assisted scheduling approach (called REIS) able to identify and eliminate redundancies across applications. To achieve this useful high-level optimization, we model each user application as a linear sequence of executable instructions. We show how well-known string-matching algorithms such as the Longest Common Subsequence (LCS) and the Shortest Common Super-sequence (SCS) can be used to produce an optimal merged monolithic sequence of the deployed applications that takes into account embedded scheduling information. We show that our approach can help in achieving about 60% average energy savings in processor usage compared to the normal execution of concurrent applications.
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