A Fault Analysis and Classifier Framework for Reliability-Aware SRAM-Based FPGA Systems

C. Bolchini, F. Castro, A. Miele
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引用次数: 13

Abstract

This paper presents a new framework for the analysis of SRAM-based FPGA systems with respect to their dependability properties against single, multiple and cumulative upsets errors. The aim is to offer an environment for performing fault classification and error propagation analyses for designed featuring fault detection or tolerance techniques against soft errors, where the focus is not only the overall achieved fault coverage, but an understanding of the fault/error relation inside the internal elements of the system. We propose a fault analyzer/classifier laying on top of a classical fault injection engine, used to monitor the evolution of the system after a fault as occurred, with respect to the applied reliability-oriented design technique. The paper introduces the framework and reports some experimental results of its application to a case study, to highlight the benefits of the proposed solution.
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基于sram的可靠性感知FPGA系统故障分析与分类器框架
本文提出了一种新的框架,用于分析基于sram的FPGA系统在单次、多次和累积扰动下的可靠性。其目的是为执行故障分类和错误传播分析提供一个环境,以设计针对软错误的特征故障检测或容错技术,其中重点不仅是总体实现的故障覆盖,而且是对系统内部元素中的故障/错误关系的理解。我们提出了一种基于经典故障注入引擎的故障分析器/分类器,用于监测系统在故障发生后的演变,并应用了面向可靠性的设计技术。本文介绍了该框架,并报告了其应用于案例研究的一些实验结果,以突出所提出的解决方案的好处。
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