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    • 3. 发明申请
    • STORAGE ANOMALY DETECTION
    • 存储异常检测
    • WO2018022183A1
    • 2018-02-01
    • PCT/US2017/034857
    • 2017-05-26
    • WESTERN DIGITAL TECHNOLOGIES, INC.
    • SHIVAJI, ShivkumarSUDHAKARAN, RyanLEE, Yong, BumZAMORA, Joel, Barajas
    • G06F11/30G06F11/34
    • G06F11/079G06F11/0727G06F11/0751G06F11/3409G06F11/3452
    • The technology described in this document is, among other things, capable of efficiently monitoring storage device signal data for anomalies. In an example method, signal data for a plurality of non-transitory storage devices is collected. The method determines a hyper feature representation from the collected signal data and computes, using the hyper feature representation, scores for statistics associated with the non-transitory storage devices. The method further determines a reduced hyper feature representation aggregating the scores for each of the statistics associated with each of the non-transitory storage devices; generates, using the reduced hyper feature representation, storage device scores for the non-transitory storage devices of the plurality, respectively; and identifies one or more non-transitory storage devices from among the plurality of non-transitory storage devices exhibiting anomalous storage device behavior using the storage device scores.
    • 除此之外,本文档中描述的技术能够有效地监控存储设备信号数据的异常情况。 在示例方法中,收集多个非瞬态存储设备的信号数据。 该方法从收集的信号数据确定超级特征表示,并且使用超级特征表示计算与非临时性存储设备相关联的统计的分数。 该方法进一步确定缩减的超级特征表示,其聚合与每个非暂时性存储设备相关联的每个统计数据的得分; 使用所述减少的超级特征表示,分别为所述多个非瞬时存储设备生成存储设备分数; 并且使用所述存储设备得分从表现出异常存储设备行为的所述多个非暂时性存储设备中识别一个或多个非暂时性存储设备。
    • 8. 发明申请
    • METHOD AND SYSTEM FOR ALLOCATING JOBS TO A SET OF COMPUTING NODES BASED ON A HARDWARE HEALTH CHECK
    • 基于硬件健康检查将作业分配到一组计算节点的方法和系统
    • WO2017074506A1
    • 2017-05-04
    • PCT/US2016/029956
    • 2016-04-29
    • SAUDI ARABIAN OIL COMPANYARAMCO SERVICES COMPANY
    • BADDOURAH, Majdi A.AL-TURKI, Ali A.
    • G06F11/07G06F9/48
    • G06F11/079G06F9/4881G06F9/5005G06F11/0709G06F11/0715G06F11/0751G06F11/0781G06F11/0793
    • Example computer-implemented methods, computer-readable media, and computer systems are described for performing a computing node health check. In some aspects, a routine health check of a plurality of computing nodes of a computer system is performed. A computing job is assessed. A first set of computing nodes are allocated from the plurality of computing nodes to the computing job. A prior-job-execution diagnosis is performed on the first set of computing nodes. Whether the first set of computing nodes are all healthy is determined. In response to determining that the first set of computing nodes are healthy, the job is executed. The job is monitored while the job is running. Whether the job fails or succeeds is determined. In response to determining that the job fails, a post-job-execution diagnosis is performed on an exit code of the job. A result of the post-job-execution diagnosis is output via a user interface of the computer system.
    • 描述了用于执行计算节点健康检查的示例计算机实现的方法,计算机可读介质和计算机系统。 在一些方面,执行计算机系统的多个计算节点的例行健康检查。 计算工作进行评估。 第一组计算节点从多个计算节点分配给计算作业。 在第一组计算节点上执行事前执行诊断。 确定第一组计算节点是否全部健康。 响应于确定第一组计算节点是健康的,执行作业。 在作业运行时监控作业。 确定工作是否失败或成功。 响应于确定作业失败,对作业的退出代码执行作业执行后诊断。 作业执行后诊断的结果通过计算机系统的用户界面输出。