Automated derivation of response time service level objectives
    1.
    发明授权
    Automated derivation of response time service level objectives 失效
    响应时间服务水平目标的自动推导

    公开(公告)号:US08326660B2

    公开(公告)日:2012-12-04

    申请号:US11969927

    申请日:2008-01-07

    IPC分类号: G06Q10/00 G06F15/16

    CPC分类号: G06Q30/02 G06Q10/0639

    摘要: A method for maximizing a utility of a service contract by optimizing target response time for a performance service level objective is provided. A set of criteria are provided to ensure that performance requirements for the service are met. The method comprises determining one or more usage windows for providing a service, wherein each usage window is associated with a performance requirement and a time period; extracting usage patterns for each usage window based on historical data provided from monitoring requests for service in each usage window; extracting response time per transaction associated with said requests based on historical data provided from monitoring responses provided to said requests in each usage window; and calculating optimal probability for breach in each usage window (Pi) and determining the associated target response time, based on the usage pattern for each window and the response time per transaction.

    摘要翻译: 提供了一种通过优化性能服务级别目标的目标响应时间来最大化服务契约效用的方法。 提供了一套标准,以确保满足服务的性能要求。 该方法包括确定用于提供服务的一个或多个使用窗口,其中每个使用窗口与性能要求和时间段相关联; 基于从每个使用窗口中的监视服务请求提供的历史数据,提取每个使用窗口的使用模式; 基于从提供给每个使用窗口中的所述请求的监视响应提​​供的历史数据来提取与所述请求相关联的每个事务的响应时间; 以及基于每个窗口的使用模式和每个事务的响应时间,计算每个使用窗口(Pi)中的违规的最佳概率并确定相关联的目标响应时间。

    Automated Derivation of Response Time Service Level Objectives
    2.
    发明申请
    Automated Derivation of Response Time Service Level Objectives 失效
    自动推导响应时间服务水平目标

    公开(公告)号:US20090177507A1

    公开(公告)日:2009-07-09

    申请号:US11969927

    申请日:2008-01-07

    IPC分类号: G06F17/00 G06N5/02

    CPC分类号: G06Q30/02 G06Q10/0639

    摘要: A method for maximizing a utility of a service contract by optimizing target response time for a performance service level objective is provided. A set of criteria are provided to ensure that performance requirements for the service are met. The method comprises determining one or more usage windows for providing a service, wherein each usage window is associated with a performance requirement and a time period; extracting usage patterns for each usage window based on historical data provided from monitoring requests for service in each usage window; extracting response time per transaction associated with said requests based on historical data provided from monitoring responses provided to said requests in each usage window; and calculating optimal probability for breach in each usage window (Pi) and determining the associated target response time, based on the usage pattern for each window and the response time per transaction.

    摘要翻译: 提供了一种通过优化性能服务级别目标的目标响应时间来最大化服务契约效用的方法。 提供了一套标准,以确保满足服务的性能要求。 该方法包括确定用于提供服务的一个或多个使用窗口,其中每个使用窗口与性能要求和时间段相关联; 基于从每个使用窗口中的监视服务请求提供的历史数据,提取每个使用窗口的使用模式; 基于从提供给每个使用窗口中的所述请求的监视响应提​​供的历史数据来提取与所述请求相关联的每个事务的响应时间; 以及基于每个窗口的使用模式和每个事务的响应时间,计算每个使用窗口(Pi)中的违规的最佳概率并确定相关联的目标响应时间。

    SELF-HEALING SYSTEM AND METHOD
    4.
    发明申请
    SELF-HEALING SYSTEM AND METHOD 失效
    自我治疗系统和方法

    公开(公告)号:US20080294942A1

    公开(公告)日:2008-11-27

    申请号:US11751044

    申请日:2007-05-21

    IPC分类号: G06F11/00

    CPC分类号: G06F11/3612

    摘要: Systems and methods for optimizing performance in a computing environment are provided. The system comprises means for monitoring execution of annotated logic code associated with a software component to determine whether a condition has been satisfied, wherein annotations in the logic code provide one or more details about the software component, the details being useful to a healing agent to correct a problem associated with said condition during the execution of the logic code.

    摘要翻译: 提供了用于在计算环境中优化性能的系统和方法。 该系统包括用于监视与软件组件相关联的注释逻辑代码的执行以确定是否已经满足条件的装置,其中逻辑代码中的注释提供关于软件组件的一个或多个细节,该细节对愈合代理有用, 在执行逻辑代码期间纠正与所述条件相关联的问题。

    System and method for automated and adaptive threshold setting to separately control false positive and false negative performance prediction errors
    7.
    发明授权
    System and method for automated and adaptive threshold setting to separately control false positive and false negative performance prediction errors 失效
    用于自动和自适应阈值设置的系统和方法,以分别控制假阳性和假阴性预测误差

    公开(公告)号:US08037365B2

    公开(公告)日:2011-10-11

    申请号:US12611134

    申请日:2009-11-03

    IPC分类号: G06F11/00

    CPC分类号: G06F11/008

    摘要: Managing a computer system including automatically adjusting two separate component thresholds (a component threshold pair) based on a statistical model. Specifically, a first component threshold is modeled to predict violations of an SLO based on a violation of the first component threshold and a second, separate component threshold is modeled to predict a non-violation (compliance) of an SLO based on a non-violation of the second component threshold. Over time, the values of the component thresholds may change and one component threshold may be greater than the other component threshold at one time, and vice versa at another time. A component metric reading between the first and second component thresholds indicates that a prediction of an SLO violation or compliance is less certain, and a warning may be issued rather than an alert.

    摘要翻译: 管理计算机系统,包括基于统计模型自动调整两个单独的组件阈值(组件阈值对)。 具体地说,第一组件阈值被建模以基于违反第一组件阈值来预测SLO的违规,并且第二单独的组件阈值被建模以基于非违规来预测SLO的非违规(依从性) 的第二分量阈值。 随着时间的推移,组件阈值的值可能会改变,一个组件阈值可能会同时大于另一组件阈值,反之亦然。 在第一和第二组件阈值之间的组件度量读数表示SLO违规或合规性的预测不太确定,并且可以发出警告而不是警报。

    SYSTEM AND METHOD FOR AUTOMATED AND ADAPTIVE THRESHOLD SETTING TO SEPARATELY CONTROL FALSE POSITIVE AND FALSE NEGATIVE PERFORMANCE PREDICTION ERRORS
    8.
    发明申请
    SYSTEM AND METHOD FOR AUTOMATED AND ADAPTIVE THRESHOLD SETTING TO SEPARATELY CONTROL FALSE POSITIVE AND FALSE NEGATIVE PERFORMANCE PREDICTION ERRORS 失效
    用于自动和自适应阈值的系统和方法设置为分别控制假阳性和假阴性性能预测误差

    公开(公告)号:US20110107154A1

    公开(公告)日:2011-05-05

    申请号:US12611134

    申请日:2009-11-03

    IPC分类号: G06F11/30 G06F11/00

    CPC分类号: G06F11/008

    摘要: Managing a computer system including automatically adjusting two separate component thresholds (a component threshold pair) based on a statistical model. Specifically, a first component threshold is modeled to predict violations of an SLO based on a violation of the first component threshold and a second, separate component threshold is modeled to predict a non-violation (compliance) of an SLO based on a non-violation of the second component threshold. Over time, the values of the component thresholds may change and one component threshold may be greater than the other component threshold at one time, and vice versa at another time. A component metric reading between the first and second component thresholds indicates that a prediction of an SLO violation or compliance is less certain, and a warning may be issued rather than an alert.

    摘要翻译: 管理计算机系统,包括基于统计模型自动调整两个单独的组件阈值(组件阈值对)。 具体地,第一组件阈值被建模以基于违反第一组件阈值来预测违反SLO,并且第二单独组件阈值被建模以基于非违规来预测SLO的非违规(顺从性) 的第二分量阈值。 随着时间的推移,组件阈值的值可能会改变,一个组件阈值可能会同时大于另一组件阈值,反之亦然。 在第一和第二组件阈值之间的组件度量读数表示SLO违规或合规性的预测不太确定,并且可以发出警告而不是警报。

    Data Processing Environment Event Correlation
    9.
    发明申请
    Data Processing Environment Event Correlation 有权
    数据处理环境事件相关

    公开(公告)号:US20120272249A1

    公开(公告)日:2012-10-25

    申请号:US13533517

    申请日:2012-06-26

    IPC分类号: G06F9/46

    摘要: A system and method for correlating events in data processing resources processing a workload. An event correlation service comprising an event correlation service software framework is provided on a processor unit. The event correlation service is configured, using the event correlation service software framework, for correlating the events from monitored data for the workload, wherein the workload is processed using the data processing resources provided by a provider of the data processing resources. The event correlation service receives monitored data for the workload as the workload is being processed. The monitored data is processed by the event correlation service to identify an occurrence of an event of interest for the workload as the workload is being processed. An output is provided in response to identifying the occurrence of the event of interest.

    摘要翻译: 用于在处理工作负载的数据处理资源中关联事件的系统和方法。 在处理器单元上提供包括事件关联服务软件框架的事件关联服务。 使用事件相关服务软件框架来配置事件关联服务,用于将来自用于工作负载的监视数据的事件相关联,其中使用由数据处理资源的提供者提供的数据处理资源来处理工作负载。 当处理工作负载时,事件关联服务接收工作负载的监视数据。 受监视的数据由事件关联服务处理,以在正在处理工作负载的情况下识别工作负载感兴趣的事件的发生。 响应于识别感兴趣的事件的发生而提供输出。

    Optimized deployment and replication of virtual machines
    10.
    发明授权
    Optimized deployment and replication of virtual machines 有权
    优化虚拟机的部署和复制

    公开(公告)号:US08793684B2

    公开(公告)日:2014-07-29

    申请号:US13048909

    申请日:2011-03-16

    IPC分类号: G06F9/455

    摘要: Systems and methods for deploying a virtual machine (VM) on a host are provided. An exemplary method comprises notifying a host to download a master copy of a VM image from a remotely located network storage device, in response to a service provider providing a definition manifest for a service request supported by the VM, wherein the host deploys the VM directly from the VM image downloaded to a storage medium locally connected to the host machine, wherein deployment of the VM allows the host to locally service the service request associated with the definition manifest, wherein the host replicates copies of the VM image, in response to receiving additional service requests to create one or more VM clones; wherein the host customizes the one or more VM clones based on the definition manifest.

    摘要翻译: 提供了在主机上部署虚拟机(VM)的系统和方法。 一种示例性方法包括通知主机从远程位置的网络存储设备下载VM映像的主副本,响应于服务提供商为VM支持的服务请求提供定义清单,其中主机直接部署VM 从下载的VM映像到本地连接到主机的存储介质,其中VM的部署允许主机本地地服务与定义清单相关联的服务请求,其中主机响应于接收到复制VM映像的副本 创建一个或多个VM克隆的附加服务请求; 其中所述主机基于所述定义清单自定义所述一个或多个VM克隆。