Virtualized Fault Injection Framework for ISO 26262-Compliant Digital Component Hardware Faults

Author:

Almeida Rui1ORCID,Silva Vitor1ORCID,Cabral Jorge1ORCID

Affiliation:

1. Department of Industrial Electronics, Centro Algoritmi, University of Minho, 4800-058 Guimarães, Portugal

Abstract

Simulation-based Fault Injection (FI) is crucial for validating system behaviour in safety-critical applications, such as the automotive industry. The ISO 26262 standard’s Part 11 extension provides failure modes for digital components, driving the development of new fault models to assess software-implemented mechanisms against random hardware failures (RHF). This paper proposes a Fault Injection framework, QEFIRA, and shows its ability to achieve the failure modes proposed by Part 11 of the ISO 26262 standard and estimate relevant metrics for safety mechanisms. QEFIRA uses QEMU to inject permanent and transient faults during runtime, whilst logging the system state and providing automatic post-execution analysis. Complemented with a confusion matrix, it allows us to gather standard compliant metrics to characterise and evaluate different designs in the early stages of development. Comparatively to the native QEMU implementation, the tool only shows a slowdown of 1.4× for real-time microcontroller-based applications.

Funder

European Structural and Investment Funds in the FEDER component

Publisher

MDPI AG

Reference27 articles.

1. Designing Reliable Systems from Unreliable Components: The Challenges of Transistor Variability and Degradation;Borkar;IEEE Micro,2005

2. (2018). Road Vehicles—Functional Safety (Standard No. ISO 26262:2018). Available online: https://www.iso.org/standard/68383.html.

3. Dubrova, E. (2013). Fault-Tolerant Design, Springer. [1st ed.].

4. Software Fault Tolerance in Real-Time Systems: Identifying the Future Research Questions;Reghenzani;ACM Comput. Surv.,2023

5. Comparison of physical and software-implemented fault injection techniques;Arlat;IEEE Trans. Comput.,2003

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