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    • 5. 发明申请
    • AUTONOMIC MANAGEMENT OF AUTONOMIC SYSTEMS
    • 自动化系统自动化管理
    • US20080235173A1
    • 2008-09-25
    • US12108839
    • 2008-04-24
    • Ronald P. DoyleDavid L. KaminskyDavid M. OgleRichard Dean Telford
    • Ronald P. DoyleDavid L. KaminskyDavid M. OgleRichard Dean Telford
    • G06N5/02
    • G06Q10/10H04L41/16H04L43/00H04L43/16
    • A method for the autonomic management of autonomic systems can include monitoring a managed system and recommending a course of action to be performed in the managed system. It can be determined whether the recommended course of action has been performed by an administrator. Responsive to the determination, it further can be determined whether an outcome from the course of action comports with a predicted outcome. If so, a point count can be changed responsive to a further determination that the outcome from the course of action comports with the predicted outcome. Conversely, the point count can be oppositely changed responsive to a further determination that the outcome from the course of action does not comports with the predicted outcome. In any case, when the point count crosses a threshold value, the management of the managed system can be transitioned to an adaptive component.
    • 自主系统的自主管理方法可以包括监视受管系统,并建议在被管理系统中执行的行动过程。 可以确定管理员是否已经执行了建议的操作过程。 响应于决定,还可以确定来自行动过程的结果是否与预测结果相匹配。 如果是这样,可以响应于进一步确定来自行动过程的结果与预测结果相匹配来改变点数。 相反,响应于进一步确定来自行动过程的结果不符合预测结果,点数可以相反地改变。 在任何情况下,当点数越过阈值时,被管理系统的管理可以转换到自适应组件。
    • 6. 发明授权
    • Autonomic management of autonomic systems
    • 自主系统的自主管理
    • US07370098B2
    • 2008-05-06
    • US10635878
    • 2003-08-06
    • Ronald P. DoyleDavid L. KaminskyDavid M. OgleRichard Dean Telford
    • Ronald P. DoyleDavid L. KaminskyDavid M. OgleRichard Dean Telford
    • G06F15/173
    • G06Q10/10H04L41/16H04L43/00H04L43/16
    • A method for the autonomic management of autonomic systems can include monitoring a managed system and recommending a course of action to be performed in the managed system. It can be determined whether the recommended course of action has been performed by an administrator. Responsive to the determination, it further can be determined whether an outcome from the course of action comports with a predicted outcome. If so, a point count can be changed responsive to a further determination that the outcome from the course of action comports with the predicted outcome. Conversely, the point count can be oppositely changed responsive to a further determination that the outcome from the course of action does not comports with the predicted outcome. In any case, when the point count crosses a threshold value, the management of the managed system can be transitioned to an adaptive component.
    • 自主系统的自主管理方法可以包括监视受管系统,并建议在被管理系统中执行的行动过程。 可以确定管理员是否已经执行了建议的操作过程。 响应于决定,还可以确定来自行动过程的结果是否与预测结果相匹配。 如果是这样,可以响应于进一步确定来自行动过程的结果与预测结果相匹配来改变点数。 相反,响应于进一步确定来自行动过程的结果不符合预测结果,点数可以相反地改变。 在任何情况下,当点数越过阈值时,被管理系统的管理可以转换到自适应组件。
    • 8. 发明授权
    • Transition between manual management and autonomic management of autonomic systems
    • 手工管理与自主系统自主管理之间的转型
    • US07734558B2
    • 2010-06-08
    • US12108839
    • 2008-04-24
    • Ronald P. DoyleDavid L. KaminskyDavid M. OgleRichard Dean Telford
    • Ronald P. DoyleDavid L. KaminskyDavid M. OgleRichard Dean Telford
    • G06N5/02
    • G06Q10/10H04L41/16H04L43/00H04L43/16
    • A method for the autonomic management of autonomic systems can include monitoring a managed system and recommending a course of action to be performed in the managed system. It can be determined whether the recommended course of action has been performed by an administrator. Responsive to the determination, it further can be determined whether an outcome from the course of action comports with a predicted outcome. If so, a point count can be changed responsive to a further determination that the outcome from the course of action comports with the predicted outcome. Conversely, the point count can be oppositely changed responsive to a further determination that the outcome from the course of action does not comports with the predicted outcome. In any case, when the point count crosses a threshold value, the management of the managed system can be transitioned to an adaptive component.
    • 自主系统的自主管理方法可以包括监视受管系统,并建议在被管理系统中执行的行动过程。 可以确定管理员是否已经执行了建议的操作过程。 响应于决定,还可以确定来自行动过程的结果是否与预测结果相匹配。 如果是这样,可以响应于进一步确定来自行动过程的结果与预测结果相匹配来改变点数。 相反,响应于进一步确定来自行动过程的结果不符合预测结果,点数可以相反地改变。 在任何情况下,当点数越过阈值时,被管理系统的管理可以转换到自适应组件。
    • 9. 发明授权
    • Automated cloud workload management in a map-reduce environment
    • 在减少地图的环境中自动化云工作负载管理
    • US08839260B2
    • 2014-09-16
    • US13434768
    • 2012-03-29
    • Ronald P. DoyleDavid L. Kaminsky
    • Ronald P. DoyleDavid L. Kaminsky
    • G06F9/46
    • H04L67/1008G06F9/5044G06F9/5072H04L67/322
    • A computing device associated with a cloud computing environment identifies a first worker cloud computing device from a group of worker cloud computing devices with available resources sufficient to meet required resources for a highest-priority task associated with a computing job including a group of prioritized tasks. A determination is made as to whether an ownership conflict would result from an assignment of the highest-priority task to the first worker cloud computing device based upon ownership information associated with the computing job and ownership information associated with at least one other task assigned to the first worker cloud computing device. The highest-priority task is assigned to the first worker cloud computing device in response to determining that the ownership conflict would not result from the assignment of the highest-priority task to the first worker cloud computing device.
    • 与云计算环境相关联的计算设备使用足够的资源来满足来自一组工作者云计算设备的第一工作者云计算设备,以满足与包括一组优先化任务的计算作业相关联的最高优先级任务所需的资源。 确定基于与计算作业相关联的所有权信息和与分配给第一工作者云计算设备的至少一个其他任务相关联的所有权信息将最高优先级任务分配给第一工作者云计算设备是否产生所有权冲突 第一个工作者云计算设备。 响应于确定所述权限冲突不会由最高优先级任务分配给第一工作者云计算设备而将最高优先级任务分配给第一工作者云计算设备。
    • 10. 发明申请
    • OPTIMIZED RESOURCE MANAGEMENT FOR MAP/REDUCE COMPUTING
    • 优化地图/减少计算资源管理
    • US20120215920A1
    • 2012-08-23
    • US13406873
    • 2012-02-28
    • Ronald P. DoyleDavid L. Kaminsky
    • Ronald P. DoyleDavid L. Kaminsky
    • G06F15/173
    • G06F9/5066H04L41/0813H04L41/0896
    • The present invention includes a method for resource optimization of map/reduce computing in a computing cluster. The method can include receiving a computational problem for processing in a map/reduce module, subdividing the computational problem into a set of sub-problems and mapping a selection of the sub-problems in the set to respective nodes in a computing cluster, for example a cloud computing cluster, computing for a subset of the nodes in the computing cluster a required resource capacity of the subset of the nodes to process a mapped one of the sub-problems and an existing capacity of the subset of the nodes, and augmenting the existing capacity to an augmented capacity when the required resource capacity exceeds the existing capacity, and when a cost of augmenting the existing capacity to the augmented capacity does not exceed a penalty for breaching a service level agreement (SLA) for the subset of the nodes.
    • 本发明包括用于计算集群中的映射/减少计算的资源优化的方法。 该方法可以包括在地图/缩小模块中接收用于处理的计算问题,将计算问题细分为一组子问题,并将集合中的子问题的选择映射到计算集群中的相应节点,例如 云计算集群,计算群集中节点子集的一部分,节点子集的所需资源容量,以处理映射的一个子问题和节点子集的现有容量,并增加 当所需资源容量超过现有容量时,增加容量的现有容量,以及当增加容量的现有容量的成本不超过违反节点子集的服务级别协议(SLA)的惩罚。