基于路径的多处理器系统拓扑不可知故障诊断策略

IF 3.6 2区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Lin Chen;Hao Feng;Jiong Wu
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引用次数: 0

摘要

故障诊断技术是多处理器系统中定位故障处理器的一种方法,对保证系统的稳定性、安全性和可靠性起着至关重要的作用。该技术中广泛使用的方法是系统级策略,它通过解释相邻处理器之间的测试结果集来确定处理器状态。其中,PMC模型和MM模型是产生这些结果的两种常用方法。系统中网络拓扑结构的多样性和复杂性限制了现有算法对特定拓扑结构的约束,而故障诊断策略的局限性导致了容错能力的降低。本文根据PMC和MM模型,提出了一种新的基于路径的网络故障诊断方法。首先,我们介绍了基于这些模型的路径划分算法。为了保证至少有一个子路径被诊断为无故障,我们导出了故障界$T$与路径长度$N$之间的关系。然后,在子路径状态识别方法的基础上,我们开发了PMC和MM模型的故障诊断算法。仿真结果表明,该算法能够快速准确地诊断多处理器系统的故障。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Path-Based Topology-Agnostic Fault Diagnosis Strategy for Multiprocessor Systems
Fault diagnosis technology is a method for locating faulty processors in multiprocessor systems, and it plays a crucial role in ensuring system stability, security and reliability. A widely used approach in this technology is the system-level strategy, which determines processor status by interpreting the set of test results between adjacent processors. Among them, the PMC and MM models are two commonly employed methods for generating these results. The diversity and complexity of network topologies in systems constrain existing algorithms to specific topologies, while the limitations of fault diagnosis strategies lead to reduced fault tolerance. In this paper, we present a novel path-based method to tackle the fault diagnosis problems in various networks according to the PMC and MM models. Firstly, we introduce the algorithm for partitioning the path into subpaths based on these models. To ensure that at least one subpath is diagnosed as fault-free, we derive the relationship between the fault bound $T$ and the path length $N$. Then, building on methods for recognizing the subpath states, we have developed fault diagnosis algorithms for both the PMC and MM models. The simulation results show that our proposed algorithms can quickly and accurately diagnose faults in multiprocessor systems.
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来源期刊
IEEE Transactions on Computers
IEEE Transactions on Computers 工程技术-工程:电子与电气
CiteScore
6.60
自引率
5.40%
发文量
199
审稿时长
6.0 months
期刊介绍: The IEEE Transactions on Computers is a monthly publication with a wide distribution to researchers, developers, technical managers, and educators in the computer field. It publishes papers on research in areas of current interest to the readers. These areas include, but are not limited to, the following: a) computer organizations and architectures; b) operating systems, software systems, and communication protocols; c) real-time systems and embedded systems; d) digital devices, computer components, and interconnection networks; e) specification, design, prototyping, and testing methods and tools; f) performance, fault tolerance, reliability, security, and testability; g) case studies and experimental and theoretical evaluations; and h) new and important applications and trends.
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