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    Methods and systems for model-based management using abstract models
    2.
    发明申请
    Methods and systems for model-based management using abstract models 有权
    使用抽象模型进行模型管理的方法和系统

    公开(公告)号：US20050049901A1

    公开(公告)日：2005-03-03

    申请号：US10648179

    申请日：2003-08-26

    申请人： Yixin Diao ,  Denise Dyko ,  Frank Eskesen ,  Joseph Hellerstein ,  Alexander Keller ,  Lisa Spainhower

    发明人： Yixin Diao ,  Denise Dyko ,  Frank Eskesen ,  Joseph Hellerstein ,  Alexander Keller ,  Lisa Spainhower

    IPC分类号： G06F11/34 ,  G06F17/60

    CPC分类号： G06F11/3447 ,  G06F11/3419 ,  G06F2201/87 ,  G06F2201/88

    摘要： Techniques for constructing and using models in accordance with service level management are disclosed. In one aspect of the invention, a technique for constructing a model (e.g., a system model) representative of a resource for use in managing a service associated with the resource, comprises the following steps/operations. A set of resource metrics is obtained in accordance with a resource abstract model (RAM) associated with the resource. Then, a model representative of the resource is constructed based on at least a portion of the set of resource metrics obtained from the resource abstract model.

    摘要翻译： 公开了根据服务水平管理构建和使用模型的技术。 在本发明的一个方面，一种用于构建代表用于管理与资源相关联的服务的资源的模型（例如，系统模型）的技术包括以下步骤/操作。 根据与资源相关联的资源抽象模型（RAM）获得一组资源度量。 然后，基于从资源抽象模型获得的资源度量集合的至少一部分来构建代表资源的模型。

    Method and apparatus for online sample interval determination
    3.
    发明申请
    Method and apparatus for online sample interval determination 审中-公开
    在线采样间隔确定的方法和装置

    公开(公告)号：US20050278381A1

    公开(公告)日：2005-12-15

    申请号：US10853835

    申请日：2004-05-26

    申请人： Yixin Diao ,  Joseph Hellerstein ,  Sam Lightstone ,  Adam Storm ,  Maheswaran Surendra

    发明人： Yixin Diao ,  Joseph Hellerstein ,  Sam Lightstone ,  Adam Storm ,  Maheswaran Surendra

    IPC分类号： G06F12/00

    CPC分类号： G06F11/3495 ,  G06F9/5016 ,  G06F9/5033 ,  G06F11/3419 ,  G06F11/3452 ,  G06F2201/87

    摘要： In one embodiment, functional system elements are added to an autonomic manager to enable automatic online sample interval selection. In another embodiment, a method for determining the sample interval by continually characterizing the system workload behavior includes monitoring the system data and analyzing the degree to which the workload is stationary. This makes the online optimization method less sensitive to system noise and capable of being adapted to handle different workloads. The effectiveness of the autonomic optimizer is thereby improved, making it easier to manage a wide range of systems.

    摘要翻译： 在一个实施例中，将功能系统元件添加到自主管理器以启用自动在线采样间隔选择。 在另一个实施例中，用于通过连续地表征系统工作负载行为来确定采样间隔的方法包括监视系统数据并分析工作负载静止的程度。 这使得在线优化方法对系统噪声不太敏感，并且能够适应于处理不同的工作负载。 从而改进了自主优化器的有效性，从而更容易地管理广泛的系统。

    Systems and methods for providing constrained optimization using adaptive regulatory control
    4.
    发明申请
    Systems and methods for providing constrained optimization using adaptive regulatory control 有权
    使用自适应调节控制提供约束优化的系统和方法

    公开(公告)号：US20050268063A1

    公开(公告)日：2005-12-01

    申请号：US10853845

    申请日：2004-05-25

    申请人： Yixin Diao ,  Christian Garcia-Arellano ,  Joseph Hellerstein ,  Sam Lightstone ,  Sujay Parekh ,  Adam Storm ,  Maheswaran Surendra

    发明人： Yixin Diao ,  Christian Garcia-Arellano ,  Joseph Hellerstein ,  Sam Lightstone ,  Sujay Parekh ,  Adam Storm ,  Maheswaran Surendra

    IPC分类号： G06F9/50 ,  G06F12/00

    CPC分类号： G06F9/5083

    摘要： Systems and methods are provided for optimizing the performance and/or allocation of constrained resources in a dynamic computing environment using adaptive regulatory control methods. For example, systems and methods for providing constrained optimization in a dynamic computing system implement model-based adaptive (self-tuning) regulatory control schemes that are designed to handle the system dynamics and which take into consideration control costs (such as the overheads of changing resource allocations and performance degradation due to transient load imbalances) to find an optimal solution. To facilitate practical application, a dual control architecture is disclosed which combines a heuristic fixed step control process that is implemented when there is no valid system model for model-based control. A system model is continually obtained and validated during run-time to adapt control parameters to variations in system dynamics.

    摘要翻译： 提供的系统和方法用于使用自适应调节控制方法来优化动态计算环境中约束资源的性能和/或分配。 例如，用于在动态计算系统中提供约束优化的系统和方法实施基于模型的自适应（自调节）调节控制方案，其被设计为处理系统动态并考虑到控制成本（例如变化的开销 资源分配和由于瞬态负载不平衡引起的性能下降），以找到最佳解决方案。 为了便于实际应用，公开了一种双控制架构，其结合了当没有用于基于模型的控制的有效系统模型时实现的启发式固定步长控制过程。 系统模型在运行期间不断获得和验证，以使控制参数适应系统动态变化。

    System and method for service offering for feedback controller design and implementation for performance management in information technology systems
    6.
    发明授权
    System and method for service offering for feedback controller design and implementation for performance management in information technology systems 失效
    用于反馈控制器设计和实施的服务提供系统和方法，用于信息技术系统中的性能管理

    公开(公告)号：US08196114B2

    公开(公告)日：2012-06-05

    申请号：US11750388

    申请日：2007-05-18

    申请人： Yixin Diao ,  Joseph Hellerstein ,  Sujay S. Parekh

    发明人： Yixin Diao ,  Joseph Hellerstein ,  Sujay S. Parekh

    IPC分类号： G06F9/44 ,  G06F15/18

    CPC分类号： G06Q10/10

    摘要： A software development service offering of constructing and embedding feedback control based algorithms into computer systems management software applications is delivered by a provider entity to a client organization. The provider is contracted by the client to prepare a set of control modeling assets based on identified computing system management problems and goals of the diem and to create a set of control solutions. Bi-directional links between the problems, assets and solutions are used by the provider to develop feedback control based algorithms that solve the identified client computing management problems and meet the client's computing system goals.

    摘要翻译： 将供应商实体提供给客户机构的将计算机系统管理软件应用程序构建和嵌入基于反馈控制的算法的软件开发服务提供给客户机构。 客户根据确定的计算系统管理问题和目标，为客户准备一套控制建模资产，并创建一套控制解决方案。 问题，资产和解决方案之间的双向链接由供应商用于开发基于反馈控制的算法，以解决所识别的客户端计算管理问题并满足客户的计算系统目标。

    Systems and methods for business-level resource optimizations in computing utilities
    7.
    发明申请
    Systems and methods for business-level resource optimizations in computing utilities 失效
    计算实用程序中业务级资源优化的系统和方法

    公开(公告)号：US20060112075A1

    公开(公告)日：2006-05-25

    申请号：US10993269

    申请日：2004-11-19

    申请人： Joseph Hellerstein ,  Kaan Katircioglu ,  Maheswaran Surendra

    发明人： Joseph Hellerstein ,  Kaan Katircioglu ,  Maheswaran Surendra

    IPC分类号： G06F17/30

    CPC分类号： G06Q10/06 ,  Y10S707/99933 ,  Y10S707/99935 ,  Y10S707/99943

    摘要： Techniques are provided for use in accordance with relates to computing utilities. For example, in one aspect of the invention, a method for use in a computing utility, wherein the computing utility comprises a plurality of application service provider systems and a utility controller, and each application service provider system comprising an application controller, comprises the following steps. An application request to one of the plurality of application service provider systems is obtained. Then, in response to the application request, at least one of: (i) the application controller of the application service provider system to which the application request is directed computes a value of a business metric associated with a resource action; and (ii) the utility controller computes a value of a business metric associated with a resource action.

    摘要翻译： 根据与计算实用程序有关的技术被提供用于使用。 例如，在本发明的一个方面，一种在计算实用程序中使用的方法，其中所述计算实用程序包括多个应用服务提供者系统和效用控制器，并且包括应用控制器的每个应用服务提供商系统包括以下 脚步。 获得对多个应用服务提供商系统之一的应用请求。 然后，响应于所述应用请求，至少一个：（i）应用请求所针对的应用服务提供商系统的应用控制器计算与资源动作相关联的业务度量的值; 和（ii）公用事业控制器计算与资源动作相关联的业务度量的值。

    SYSTEM AND METHOD FOR SERVICE OFFERING FOR FEEDBACK CONTROLLER DESIGN AND IMPLEMENTATION FOR PERFORMANCE MANAGEMENT IN INFORMATION TECHNOLOGY SYSTEMS
    8.
    发明申请
    SYSTEM AND METHOD FOR SERVICE OFFERING FOR FEEDBACK CONTROLLER DESIGN AND IMPLEMENTATION FOR PERFORMANCE MANAGEMENT IN INFORMATION TECHNOLOGY SYSTEMS 失效
    用于反馈控制器设计的服务提供系统和方法以及信息技术系统中性能管理的实现

    公开(公告)号：US20080288266A1

    公开(公告)日：2008-11-20

    申请号：US11750388

    申请日：2007-05-18

    申请人： Yixin Diao ,  Joseph Hellerstein ,  Sujay S. Parekh

    发明人： Yixin Diao ,  Joseph Hellerstein ,  Sujay S. Parekh

    IPC分类号： G06Q10/00 ,  G06F17/11 ,  G06F17/40

    CPC分类号： G06Q10/10

    摘要： A software development service offering of constructing and embedding feedback control based algorithms into computer systems management software applications is delivered by a provider entity to a client organization. The provider is contracted by the client to prepare a set of control modeling assets based on identified computing system management problems and goals of the diem and to create a set of control solutions. Bi-directional links between the problems, assets and solutions are used by the provider to develop feedback control based algorithms that solve the identified client computing management problems and meet the client's computing system goals.

    摘要翻译： 将供应商实体提供给客户机构的将计算机系统管理软件应用程序构建和嵌入基于反馈控制的算法的软件开发服务提供给客户机构。 客户根据确定的计算系统管理问题和目标，为客户准备一套控制建模资产，并创建一套控制解决方案。 问题，资产和解决方案之间的双向链接由供应商用于开发基于反馈控制的算法，以解决所识别的客户端计算管理问题并满足客户的计算系统目标。

    AUTOMATED SERVICE LEVEL MANAGEMENT IN FINANCIAL TERMS
    10.
    发明申请
    AUTOMATED SERVICE LEVEL MANAGEMENT IN FINANCIAL TERMS 失效
    财务条款中的自动化服务水平管理

    公开(公告)号：US20070226116A1

    公开(公告)日：2007-09-27

    申请号：US11756202

    申请日：2007-05-31

    申请人： Joseph Hellerstein ,  Gautam Kar ,  Alexander Keller ,  W. Mills ,  John Morar

    发明人： Joseph Hellerstein ,  Gautam Kar ,  Alexander Keller ,  W. Mills ,  John Morar

    IPC分类号： G06F17/00

    CPC分类号： G06Q10/10 ,  G06Q10/087 ,  G06Q40/00 ,  G06Q40/04 ,  G06Q40/06

    摘要： Electronic contracts or “eContracts” for representing service level agreements are provided. In one illustrative embodiment, the eContract may comprise information pertaining to: (a) descriptions of business transactions in IT terms; (b) financial implications of business transaction service levels; and (c) reporting to be done in business terms. Of course, the eContract may comprise other terms and conditions. In an illustrative aspect of the invention, a system for managing IT resources in terms of business financials comprises an electronic contract authoring system or “ecAuthoring system,” an electronic contract manager module or “ecManager,” and one or more electronic contract agent modules or “ecAgents” that may run on IT elements (e.g., components of the network) that are being managed. Analysts interact with the ecAuthoring system to construct eContracts. An eContract is input to an ecManager that interprets the contract to report on and optimize IT resources based on business financials. The ecManager collaborates with ecAgents to monitor, report, and enforce contracts expressed in such business terms.

    摘要翻译： 提供了代表服务级别协议的电子合同或“eContract”。 在一个说明性实施例中，eContract可以包括以下信息：（a）IT术语中的商业交易的描述; （b）商业交易服务水平的财务影响; （c）以商业条款进行报告。 当然，eContract可能包括其他条款和条件。 在本发明的说明性方面，用于在商业财务方面管理IT资源的系统包括电子合同制作系统或“ecAuthoring系统”，电子合同管理器模块或“ecManager”，以及一个或多个电子合同代理模块或 可能在IT​​元素（例如，网络的组件）上运行的“ecAgents”被管理。 分析师与ecAuthoring系统进行交互以构建eContracts。 eContract被输入到ecManager，该ECManager根据业务金融来解释合同报告和优化IT资源。 ecManager与ecAgent合作监控，报告和执行以此类业务条款表达的合同。