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    SELF-MANAGING COMPUTING SYSTEM
    2.
    发明申请
    SELF-MANAGING COMPUTING SYSTEM 审中-公开
    自我管理计算系统

    公开(公告)号：WO2004027610A2

    公开(公告)日：2004-04-01

    申请号：PCT/EP0310079

    申请日：2003-08-13

    Applicant: IBM ,  IBM FRANCE

    Inventor： HELLERSTEIN JOSEPH L ,  KEPHART JEFFREY OWEN ,  LASSETTRE EDWIN RICHIE ,  PASS NORMAN J ,  SAFFORD DAVID ROBERT ,  TETZLAFF WILLIAM HAROLD ,  WHITE STEVE RICHARD

    IPC: G06F9/445 ,  G06F9/46 ,  G06F9/50

    CPC classification number: G06F9/50

    Abstract: A method, computer program product, and data processing system for constructing a self-managing distributed computing System comprised of "autonomic elements" is disclosed. An autonomic element provides a set of services, and may provide them to other autonomic elements. Relationships between autonomic elements include the providing and consuming of such services. These relationships are "late bound," in the sense that they can be made during the operation of the system rather than when parts of the system are implemented or deployed. They are dynamic, in the sense that relationships can begin, end, and change over time. They are negotiated, in the sense that they are arrived at by a process of mutual communication between the elements that establish the relationship.

    Abstract translation: 公开了一种用于构建由“自主元件”组成的自管理分布式计算系统的方法，计算机程序产品和数据处理系统。 自主元素提供了一套服务，并可能提供给其他自主元素。 自主要素之间的关系包括提供和消费这些服务。 这些关系是“迟到的”，因为它们可以在系统的运行过程中进行，而不是部署系统的实现或部署。 它们是动态的，在某种意义上，关系可以随着时间的推移而开始，结束和改变。 它们是通过谈判达成的，即它们是通过建立关系的要素之间的相互交流来实现的。

    METHODS AND APPARATUS FOR MANAGING COMPUTING DEPLOYMENT IN PRESENCE OF VARIABLE WORKLOAD
    3.
    发明申请
    METHODS AND APPARATUS FOR MANAGING COMPUTING DEPLOYMENT IN PRESENCE OF VARIABLE WORKLOAD 审中-公开
    管理可变工作负荷下计算部署的方法和装置

    公开(公告)号：WO2004081789A3

    公开(公告)日：2005-06-30

    申请号：PCT/US0327304

    申请日：2003-08-29

    Applicant: IBM

    Inventor： COLEMAN DAVID WILEY ,  FROEHLICH STEVEN E ,  HELLERSTEIN JOSEPH L ,  HSIUNG LAWRENCE S ,  LASSETTRE EDWIN RICHIE ,  MUMMERT TODD WILLIAM ,  RAGHAVACHARI MUKUND ,  RUSSELL LANCE WARREN ,  SURENDRA MAHESWARAN ,  WADIA NOSHIR CAVAS ,  YE PENG

    IPC: G06F9/00 ,  G06F9/46 ,  G06F9/50

    CPC classification number: G06F11/008

    Abstract: Automated or autonomic techniques for managing deployment of one or more resources in a computing environment based on varying workload levels. The automated techniques may comprise predicting a future workload level based on data associated with the computing environment. Then, an estimation is performed to determine whether a current resource deployment is insufficient, sufficient, or overly sufficient to satisfy the future workload level. Then, one or more actions are caused to be taken when the current resource deployment is estimated to be insufficient or overly sufficient to satisfy the future workload level. Actions may comprise resource provisioning, resource tuning and/or admission control.

    Abstract translation: 基于不同的工作负载级别来管理计算环境中的一个或多个资源的部署的自动或自主技术。 自动化技术可以包括基于与计算环境相关联的数据预测未来的工作负载水平。 然后，执行估计以确定当前资源部署是否不充足，足够或过度足以满足未来的工作负载水平。 然后，当估计当前资源部署不足够或过度足以满足未来的工作负载级别时，会采取一个或多个动作。 动作可以包括资源调配，资源调整和/或准入控制。

    7.
    发明专利
    未知

    公开(公告)号：BR0314630A

    公开(公告)日：2005-08-02

    申请号：BR0314630

    申请日：2003-08-13

    Applicant: IBM

    Inventor： HELLERSTEIN JOSEPH L ,  KEPHART JEFFREY OWEN ,  LASSETTRE EDWIN RICHIE ,  PASS NORMAN J ,  SAFFORD DAVID ROBERT ,  TETZLAFF WILLIAM HAROLD ,  WHITE STEVE RICHARD

    IPC: G06F9/445 ,  G06F9/46 ,  G06F9/50

    Abstract: A method, computer program product, and data processing system for constructing a self-managing distributed computing system comprised of "autonomic elements" is disclosed. An autonomic element provides a set of services, and may provide them to other autonomic elements. Relationships between autonomic elements include the providing and consuming of such services. These relationships are "late bound," in the sense that they can be made during the operation of the system rather than when parts of the system are implemented or deployed. They are dynamic, in the sense that relationships can begin, end, and change over time. They are negotiated, in the sense that they are arrived at by a process of mutual communication between the elements that establish the relationship.

    On-line or real-time adaptive prediction
    10.
    发明专利
    On-line or real-time adaptive prediction 未知

    公开(公告)号：GB2368425A

    公开(公告)日：2002-05-01

    申请号：GB0113938

    申请日：2001-06-08

    Applicant: IBM

    Inventor： HELLERSTEIN JOSEPH L ,  ZHANG FAN

    IPC: G06Q10/06 ,  G06F17/60

    Abstract: A system for prediction of non-stationary processes by dynamically managing multiple models, comprises a model assessor, a model adapter, a plurality of sub-models, a plurality of model combiner functions, training data that is used to estimate model parameters, and test data that is used to test for change points. The model adapter selects sub-models to be combined to form a prediction on the basis of whether each sub-model has recently tested positive for a change point.

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