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    • 4. 发明授权
    • Trouble pattern creating program and trouble pattern creating apparatus
    • 故障模式创建程序和故障模式创建设备
    • US08751417B2
    • 2014-06-10
    • US13029931
    • 2011-02-17
    • Yukihiro WatanabeMasazumi MatsubaraAtsuji SekiguchiYuji WadaYasuhide Matsumoto
    • Yukihiro WatanabeMasazumi MatsubaraAtsuji SekiguchiYuji WadaYasuhide Matsumoto
    • G06F15/18
    • G06F11/0751G06F11/0709
    • A computer readable, non-transitory medium has stored therein a trouble pattern creating program. The program causes a computer to execute: (a) extracting, from a plurality of log messages that are output from an information system having a plurality of configuration items and that are output in a predetermined period of time, configuration items that output the log messages; (b) calculating a degree of relationship between the configuration items extracted in the (a) extracting; (c) executing learning of the rate of the number of occurrences of troubles in the information system in the number of times the log messages are output, the learning is executed by a number of times corresponding to the degree of relationship calculated in the (b) calculating; and (d) creating, in accordance with a result of the learning in the (c) executing, a trouble pattern message that is output when a trouble occurs.
    • 计算机可读的非暂时介质已经存储有故障模式创建程序。 该程序使计算机执行以下操作:(a)从具有多个配置项的信息系统输出并在预定时间段内输出的多个日志消息中提取出输出日志消息的配置项 ; (b)计算在(a)提取中提取的配置项之间的关系程度; (c)以日志信息输出的次数来执行对信息系统中的故障发生次数的速率的学习,通过对应于在(b)中计算出的关系度的次数执行学习 )计算; 以及(d)根据(c)执行中的学习的结果创建在发生故障时输出的故障模式消息。
    • 7. 发明授权
    • Computer product, information processing apparatus, and information processing method
    • 计算机产品,信息处理设备和信息处理方法
    • US08694481B2
    • 2014-04-08
    • US13343058
    • 2012-01-04
    • Shinya KitajimaMasazumi MatsubaraAtsuji SekiguchiYukihiro WatanabeYasuhide MatsumotoYuji Wada
    • Shinya KitajimaMasazumi MatsubaraAtsuji SekiguchiYukihiro WatanabeYasuhide MatsumotoYuji Wada
    • G06F17/30
    • H04L41/085H04L41/024
    • A computer-readable medium stores therein an information processing program that causes a computer to execute a process. The process includes referring to relationship property information records that are stored in a storage device and indicate the type of each relationship property between configuration elements in a system and calculating a total count of configuration elements having a predetermined relationship property with a first configuration element, or a total count of relationship property information records having a predetermined relationship property, among relationship property information records concerning the first configuration element; executing conditional determination concerning the number of configuration elements having the predetermined relationship property with the first configuration element, among the calculated total count of configuration elements or the calculated total count of relationship property information records; and outputting a result of the determination.
    • 计算机可读介质中存储有使计算机执行处理的信息处理程序。 该处理包括参考存储在存储装置中的关系属性信息记录,并指示系统中的配置元素之间的每个关系属性的类型,并计算与第一配置元素具有预定关系属性的配置元素的总数,或 关于第一配置元素的关系属性信息记录中具有预定关系属性的关系属性信息记录的总计数; 计算出配置要素总计数或所计算出的关系属性信息记录总计数的关于具有与第一配置元素具有预定关系属性的配置元素的数量的条件确定; 并输出确定的结果。
    • 10. 发明授权
    • Managing apparatus, managing method
    • 管理设备,管理方法
    • US08751874B2
    • 2014-06-10
    • US13292493
    • 2011-11-09
    • Yukihiro WatanabeYasuhide MatsumotoMasazumi MatsubaraAtsuji Sekiguchi
    • Yukihiro WatanabeYasuhide MatsumotoMasazumi MatsubaraAtsuji Sekiguchi
    • G06F11/00
    • G06F11/076
    • A managing apparatus includes: a storing unit configured to store fault co-occurrence information storing the number of detection times that a first message pattern indicating a message group including messages received from an information processing system in a predetermined duration is deleted; a determining unit configured to detect the first message pattern, to read the number of detection times from the fault co-occurrence information, to calculate a co-occurrence probability of the fault and the first message pattern based on the number of detection times, and to determine that the fault has occurred if the co-occurrence probability is equal to or higher than a threshold value; and an updating unit configured to create a second message pattern indicating a message group obtained by excluding a message output by a changed component from the first message pattern, and to update the first message pattern to the second message pattern.
    • 管理装置包括:存储单元,被配置为存储存储检测次数的故障同现信息,所述检测次数指定消息群组,所述第一消息模式包括在预定持续时间内从信息处理系统接收的消息; 确定单元,被配置为检测所述第一消息模式,从所述故障同现信息读取所述检测次数,基于所述检测次数来计算所述故障和所述第一消息模式的同现概率;以及 如果同现概率等于或高于阈值,则确定发生了故障; 以及更新单元,被配置为创建指示通过从所述第一消息模式排除由改变的组件输出的消息而获得的消息组的第二消息模式,并且将所述第一消息模式更新为所述第二消息模式。