WUCC: Joint WCET and Update Conscious Compilation for cyber-physical systems

Yazhi Huang, Mengying Zhao, C. Xue
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引用次数: 3

Abstract

The cyber-physical system (CPS) is a desirable computing platform for many industrial and scientific applications. However, the application of CPSs has two challenges: First, CPSs often include a number of sensor nodes. Update of preloaded code on remote sensor nodes powered by batteries is extremely energy-consuming. The code update issue in the energy sensitive CPS must be carefully considered; Second, CPSs are often real-time embedded systems with real-time properties. Worst-Case Execution Time (WCET) is one of the most important metrics in real-time system design. While existing works only consider one of these two challenges at a time, in this paper, a compiler-level optimization, Joint WCET and Update Conscious Compilation (WUCC), is proposed to jointly consider WCET and code update for cyber-physical systems. The novelty of the proposed approach is that the WCET problem and code update problem are considered concurrently such that a balanced solution with minimal WCET and minimal code difference can be achieved. The experimental results show that the proposed technique can minimize WCET and code difference effectively.
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WUCC:网络物理系统的联合WCET和更新意识编译
信息物理系统(CPS)是许多工业和科学应用的理想计算平台。然而,cps的应用面临两个挑战:首先,cps通常包含许多传感器节点。更新由电池供电的远程传感器节点上的预加载代码是非常消耗能量的。必须仔细考虑能源敏感型CPS的守则更新问题;其次,cps通常是具有实时属性的实时嵌入式系统。最坏情况执行时间(WCET)是实时系统设计中最重要的指标之一。虽然现有的工作一次只考虑这两个挑战中的一个,但本文提出了一种编译器级优化,即联合WCET和更新意识编译(WUCC),以共同考虑网络物理系统的WCET和代码更新。该方法的新颖之处在于同时考虑了WCET问题和代码更新问题,从而可以实现具有最小WCET和最小代码差异的平衡解决方案。实验结果表明,该方法能有效地减小WCET和码差。
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