李志强(R)早期:跨层可靠性感知异构嵌入式系统的早期DSE方法

Siva Satyendra Sahoo, B. Veeravalli, Akash Kumar
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引用次数: 5

摘要

在资源受限的嵌入式系统中,跨层可靠性(CLR)为传统的单层设计提供了一种经济有效的替代方案。CLR提供了利用多层固有的故障屏蔽的范围,并在某些服务质量(QoS)度量中利用特定于应用程序的降级容忍度。然而,它也可能导致设计复杂性的爆炸。这种跨多个自由度的联合优化的最新方法可能导致系统级设计空间探索(DSE)结果的退化。为此,我们提出了一种在异构嵌入式系统中实现clr感知任务映射的DSE方法。具体来说,我们提出了任务级和系统级分析的新方法,用于执行各种设计决策的早期探索。与其他最先进的方法相比,所提出的方法得到了相当大的改进,并显示出应用程序大小的显著可伸缩性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CL(R)Early: An Early-stage DSE Methodology for Cross-Layer Reliability-aware Heterogeneous Embedded Systems
Cross-layer reliability (CLR) presents a cost-effective alternative to traditional single-layer design in resource-constrained embedded systems. CLR provides the scope for leveraging the inherent fault-masking of multiple layers and exploiting application-specific tolerances to degradation in some Quality of Service (QoS) metrics. However, it can also lead to an explosion in the design complexity. State-of-the art approaches to such joint optimization across multiple degrees of freedom can lead to degradation in the system-level Design Space Exploration (DSE) results. To this end, we propose a DSE methodology for enabling CLR-aware task-mapping in heterogeneous embedded systems. Specifically, we present novel approaches to both task and system-level analysis for performing an early-stage exploration of various design decisions. The proposed methodology results in considerable improvements over other state-of-the-art approaches and shows significant scaling with application size.
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