实时分布式系统故障诊断中的贝叶斯推理

Proceedings of 1993 IEEE 2nd Asian Test Symposium (ATS) Pub Date : 1993-11-16 DOI:10.1109/ATS.1993.398827

Y.L.C. Chang, L. Lander, Horng-Shing Lu, M. T. Wells

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引用次数: 3

摘要

提出了基于贝叶斯决策理论的故障定位策略。所提出的b -算法能够在复杂度与网络中子系统数量呈线性关系的分布式系统中定位故障单元，适用于硬实时应用。该方法是基于概率和比较的，采用了多个不完全测试概念。

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Bayesian inference for fault diagnosis in real-time distributed systems

We propose fault location strategies based on a Bayesian decision-theoretic approach. The proposed B-algorithm can locate the failed units in a distributed system with complexity which is linear in the number of subsystems in the network, making it suitable for hard real-time applications. The method is probabilistic and comparison-based, employing multiple incomplete test concepts.<>

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Proceedings of 1993 IEEE 2nd Asian Test Symposium (ATS)

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