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A novel conditional diagnosability algorithm under the PMC model
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作者 郭晨 Liang Jiarong +1 位作者 Leng Ming Peng Shuo 《High Technology Letters》 EI CAS 2017年第4期384-389,共6页
Conditionally t-diagnosable and t-diagnosable are important in system level diagnosis. Therefore,it is valuable to identify whether the system is conditionally t-diagnosable or t-diagnosable and derive the correspondi... Conditionally t-diagnosable and t-diagnosable are important in system level diagnosis. Therefore,it is valuable to identify whether the system is conditionally t-diagnosable or t-diagnosable and derive the corresponding conditional diagnosability and diagnosability. In the paper,distinguishable measures of pairs of distinct faulty sets with a new perspective on establishing functions are focused.Applying distinguishable function and decision function,it is determined whether a system is conditionally t-diagnosable( or t-diagnosable) or not under the PMC( Preparata,Metze,and Chien)model directly. Based on the decision function,a novel conditional diagnosability algorithm under the PMC model is introduced which can calculate conditional diagnosability rapidly. 展开更多
关键词 the pmc(preparata metze and chien) model conditionally t-diagnosable conditional diagnosability conditional diagnosability algorithm
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基于PMC模型的条件故障诊断 被引量:5
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作者 郭晨 梁家荣 冷明 《电子学报》 EI CAS CSCD 北大核心 2015年第11期2331-2337,共7页
系统级故障诊断是保证复杂多处理器系统可靠性的一种重要的手段,PMC模型是一种重要的系统级故障诊断模型.本文通过对PMC模型的t条件可诊断性进行分析和论证,首次给出了互测PMC模型的t条件可诊断的充要条件.并通过构建条件故障模式方程组... 系统级故障诊断是保证复杂多处理器系统可靠性的一种重要的手段,PMC模型是一种重要的系统级故障诊断模型.本文通过对PMC模型的t条件可诊断性进行分析和论证,首次给出了互测PMC模型的t条件可诊断的充要条件.并通过构建条件故障模式方程组,然后利用自然连接和笛卡尔积等关系代数对条件故障模式方程组进行求解,进而首创了一种便捷的条件故障模式算法.本文最后根据互测PMC模型的t条件可诊断的充要条件进一步给出了一种新型的t条件可诊断判定算法,该算法简单有效. 展开更多
关键词 条件故障诊断 pmc模型 条件故障模式 t条件可诊断
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t/k-fault diagnosis algorithm of n-dimensional hypercube network based on the MM*model 被引量:4
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作者 LIANG Jiarong ZHOU Ning YUN Long 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第1期216-222,共7页
Compared with accurate diagnosis, the system’s selfdiagnosing capability can be greatly increased through the t/kdiagnosis strategy at most k vertexes to be mistakenly identified as faulty under the comparison model,... Compared with accurate diagnosis, the system’s selfdiagnosing capability can be greatly increased through the t/kdiagnosis strategy at most k vertexes to be mistakenly identified as faulty under the comparison model, where k is typically a small number. Based on the Preparata, Metze, and Chien(PMC)model, the n-dimensional hypercube network is proved to be t/kdiagnosable. In this paper, based on the Maeng and Malek(MM)*model, a novel t/k-fault diagnosis(1≤k≤4) algorithm of ndimensional hypercube, called t/k-MM*-DIAG, is proposed to isolate all faulty processors within the set of nodes, among which the number of fault-free nodes identified wrongly as faulty is at most k. The time complexity in our algorithm is only O(2~n n~2). 展开更多
关键词 hypercube network t/k-diagnosis algorithm multiprocessor systems the Maeng and Malek(MM)* model preparata metze and chien(pmc)
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关于系统级故障诊断的烟花-反向传播神经网络算法 被引量:5
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作者 归伟夏 陆倩 苏美力 《电子与信息学报》 EI CSCD 北大核心 2020年第5期1102-1109,共8页
为了更快速且精确地诊断出大规模多处理器系统中的故障单元,该文首次将改进的烟花算法和反向传播(BP)神经网络相结合,提出一种新的系统级故障诊断算法-烟花-反向传播神经网络故障诊断算法(FWA-BPFD)。首先,在烟花算法中引入双种群策略... 为了更快速且精确地诊断出大规模多处理器系统中的故障单元,该文首次将改进的烟花算法和反向传播(BP)神经网络相结合,提出一种新的系统级故障诊断算法-烟花-反向传播神经网络故障诊断算法(FWA-BPFD)。首先,在烟花算法中引入双种群策略、协作算子以及最优算子,设计新的适应度函数,优化变异算子、映射规则和选择策略。然后,利用烟花算法全局搜索能力和局部搜索能力的自调节机制,优化BP神经网络中的权值和阈值的寻优过程。仿真实验结果表明,该文算法相较于其他算法不仅有效地降低了迭代次数和训练时间,而且还进一步提高了诊断精度。 展开更多
关键词 系统级故障诊断 烟花算法 反向传播神经网络 pmc模型 烟花-反向传播神经网络算法
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交换交叉立方网络的g正确邻结点条件诊断度研究
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作者 彭硕 罗超 +1 位作者 王博 肖志芳 《计算机工程与应用》 CSCD 北大核心 2019年第13期51-58,92,共9页
系统级故障诊断是保障多处理器计算机系统运行可靠性的一种重要手段。为了提高系统的诊断能力,增强系统的可靠性,在条件诊断度的基础上Peng等人进一步提出了g正确邻结点条件诊断度,g正确邻结点条件诊断度是一种更加适用于大规模多处理... 系统级故障诊断是保障多处理器计算机系统运行可靠性的一种重要手段。为了提高系统的诊断能力,增强系统的可靠性,在条件诊断度的基础上Peng等人进一步提出了g正确邻结点条件诊断度,g正确邻结点条件诊断度是一种更加适用于大规模多处理器计算机系统的故障诊断方式。以新型互连网络拓扑结构研究的最新成果——交换交叉立方网络为研究对象,在得到交换交叉立方网络的Rg点连通度的基础上,首次证得交换交叉立方网络(ECQ(s,t))在PMC模型下的g正确邻结点条件诊断度为2^g(s+2-g)-1,其中t≥s>g,进而通过模拟实验验证了结论的正确性和有效性。该研究对于理清交换交叉立方网络的可靠性能并有效推动交换交叉立方网络的应用和推广,有着非常重要的理论价值和现实意义。 展开更多
关键词 交换交叉立方网络 Rg点连通度 pmc模型 g正确邻结点条件诊断度
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Probabilistic fault diagnosis of clustered faults for multiprocessor systems
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作者 孙雪丽 樊建席 +2 位作者 程宝雷 王岩 张力 《Journal of Computer Science & Technology》 SCIE EI CSCD 2023年第4期821-833,共13页
With the development of high-performance computing and the expansion of large-scale multiprocessor sys-tems,it is significant to study the reliability of systems.Probabilistic fault diagnosis is of practical value to ... With the development of high-performance computing and the expansion of large-scale multiprocessor sys-tems,it is significant to study the reliability of systems.Probabilistic fault diagnosis is of practical value to the reliabilityanalysis of multiprocessor systems.In this paper,we design a linear time diagnosis algorithm with the multiprocessor sys-tem whose threshold is set to 3,where the probability that any node is correctly diagnosed in the discrete state can be cal-culated.Furthermore,we give the probabilities that all nodes of a d-regular and d-connected graph can be correctly diag-nosed in the continuous state under the Weibull fault distribution and the Chi-square fault distribution.We prove thatthey approach to 1,which implies that our diagnosis algorithm can correctly diagnose almost all nodes of the graph. 展开更多
关键词 regular graph clustered fault probabilistic diagnosis algorithm preparata metze chien model(pmcmodel)
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Intermittent Fault Diagnosability of Interconnection Networks 被引量:1
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作者 Jia-Rong Liang Hao Feng Xiaojiang Du 《Journal of Computer Science & Technology》 SCIE EI CSCD 2017年第6期1279-1287,共9页
An interconnection network's diagnosability is an important metric for measuring its self-diagnostic capability. Permanent fault and intermittent fault are two different fault models that exist in an interconnection ... An interconnection network's diagnosability is an important metric for measuring its self-diagnostic capability. Permanent fault and intermittent fault are two different fault models that exist in an interconnection network. In this paper, we focus on the problem pertaining to the diagnosability of interconnection networks in an intermittent fault situation. First, we study a class of interconnection networks called crisp three-cycle networks, in which the Chin-number (the number of common vertices each pair of vertices share) is no more than one. Necessary and sufficient conditions are derived for the diagnosability of crisp three-cycle networks under the PMC (Preparata, Metze, and Chien) model. A simple check can show that many well-known intereonnection networks are crisp three-cycle networks. Second, we prove that an intereonnection network S is a ti-fault diagnosable system without repair if and only if its minimum in-degree is greater than ti under the BGM (Barsi, Grandoni, and Masetrini) model. Finally, we extend the necessary and sufficient conditions to determine whether an interconnection network S is ti-fault diagnosable without repair under the MM (Maeng and Malek) model from the permanent fault situation to the intermittent fault situation. 展开更多
关键词 DIAGNOSABILITY intermittent fault pmc(preparata metze and chien)model BGM(Barsi Grandoni and Masetrini)model MM(Maeng and Malek)model
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