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11. 发明授权

US08204719B2 Methods and systems for model-based management using abstract models 有权
标题翻译：使用抽象模型进行模型化管理的方法和系统
公开(公告)号：US08204719B2
公开(公告)日：2012-06-19
申请号：US10648179
申请日：2003-08-26
申请人： Yixin Diao , Denise Y. Dyko , Frank N. Eskesen , Joseph L. Hellerstein , Alexander Keller , Lisa F. Spainhower
发明人： Yixin Diao , Denise Y. Dyko , Frank N. Eskesen , Joseph L. Hellerstein , Alexander Keller , Lisa F. Spainhower
IPC分类号： G06F7/60
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。

12. 发明授权

US07565655B2 Methods and systems for control discovery in computing systems 有权
标题翻译：计算系统中控制发现的方法和系统
公开(公告)号：US07565655B2
公开(公告)日：2009-07-21
申请号：US10688742
申请日：2003-10-17
申请人： Yixin Diao , Frank N. Eskesen , Steven E. Froehlich , Joseph L. Hellerstein , Alexander Keller , Lisa F. Spainhower , Maheswaran Surendra
发明人： Yixin Diao , Frank N. Eskesen , Steven E. Froehlich , Joseph L. Hellerstein , Alexander Keller , Lisa F. Spainhower , Maheswaran Surendra
IPC分类号： G06F9/46
CPC分类号： G06F11/3447 , G06F11/3409 , G06F2201/815 , G06F2201/87
摘要： Techniques are provided for generically controlling one or more resources associated with at least one computing system. In one aspect of the invention, the technique comprises evaluating one or more performance metrics associated with the one or more resources given one or more configurations of the one or more resources. The technique then causes a change in the one or more configurations of the one or more resources based on the performance metric evaluating step. The one or more performance metrics and the one or more configurations are expressed in generic formats.
摘要翻译：提供技术用于一般地控制与至少一个计算系统相关联的一个或多个资源。在本发明的一个方面，该技术包括评估与给出一个或多个资源的一个或多个配置的一个或多个资源相关联的一个或多个性能度量。然后，该技术基于性能度量评估步骤引起一个或多个资源的一个或多个配置的改变。一个或多个性能指标和一个或多个配置以通用格式表示。

13. 发明申请

US20090019447A1 Adaptive Throttling System for Data Processing Systems 有权
标题翻译：数据处理系统的自适应调节系统
公开(公告)号：US20090019447A1
公开(公告)日：2009-01-15
申请号：US12136486
申请日：2008-06-10
申请人： Joseph L. Hellerstein , Matthew Huras , Sam Lightstone , Sujay S. Parekh , Kevin R. Rose
发明人： Joseph L. Hellerstein , Matthew Huras , Sam Lightstone , Sujay S. Parekh , Kevin R. Rose
IPC分类号： G06F9/46
CPC分类号： G06F9/4843 , G06Q10/04
摘要： An adaptive throttling system for minimizing the impact of non-production work on production work in a computer system is provided. The adaptive throttling system throttles production work and non-production work to optimize production. The adaptive throttling system allows system administrators to specify a quantified limit on the performance impact of non-production or utility work on production work. The throttling rate of the utility is then automatically determined by a supervisory agent, so that the utilities' impact is kept within the specified limit. The adaptive throttling system adapts dynamically to changes in workloads so as to ensure that valuable system resources are well utilized and utility work is not delayed unnecessarily.
摘要翻译：提供了一种用于最小化非生产工作对计算机系统中的生产工作的影响的自适应节流系统。自适应节流系统节约生产工作和非生产工作，优化生产。自适应调节系统允许系统管理员指定非生产或公用事业工作对生产工作的绩效影响的量化限制。公用事业的节流率由监督人员自动确定，使公用事业的影响力保持在规定的限度内。自适应调节系统动态地适应工作负载的变化，以确保有价值的系统资源得到充分利用，并且公用事业工作不会不必要地延迟。

14. 发明授权

US06792456B1 Systems and methods for authoring and executing operational policies that use event rates 有权
标题翻译：制作和执行使用事件发生率的操作策略的系统和方法
公开(公告)号：US06792456B1
公开(公告)日：2004-09-14
申请号：US09567445
申请日：2000-05-08
申请人： Joseph L. Hellerstein , Sheng Ma
发明人： Joseph L. Hellerstein , Sheng Ma
IPC分类号： G06F15173
CPC分类号： G06F11/0739 , G06F11/0709 , G06F11/076 , G06F11/079 , H04L41/0631 , H04L41/0893
摘要： Systems and methods are described for the execution and authoring of policies that use event rates for event management. The first system addresses policy execution. Included in this system are: a controller that provides overall operational control, a grouping engine, a rate detector, and a rate diagnoser. The second system automates the construction of event rate policies based on primary information sources (e.g., topology, inventory). The components of this system include: an authoring user interface, source-specific hierarchy generators, an event group generator and hierarchy builder, and a threshold constructor.
摘要翻译：描述了用于执行和创作使用事件管理事件率的策略的系统和方法。第一个系统处理策略执行。该系统包括：提供总体操作控制的控制器，分组引擎，速率检测器和速率诊断器。第二个系统基于主要信息源（例如，拓扑，库存）自动构建事件速率策略。该系统的组件包括：创作用户界面，特定于源的层次结构生成器，事件组生成器和层次结构生成器以及阈值构造函数。

15. 发明授权

US06718358B1 System and method for generic automated tuning for performance management 有权
标题翻译：用于性能管理的通用自动调整的系统和方法
公开(公告)号：US06718358B1
公开(公告)日：2004-04-06
申请号：US09541368
申请日：2000-03-31
申请人： Joseph Phillip Bigus , Joseph L. Hellerstein , Mark S. Squillante , Jayram S. Thathachar
发明人： Joseph Phillip Bigus , Joseph L. Hellerstein , Mark S. Squillante , Jayram S. Thathachar
IPC分类号： G06F900
CPC分类号： G06F9/5061
摘要： A system and method is described for generic automated tuning for performance management. The system comprises a target to be controlled and a generic automated tuning agent (GATA) that performs this control. The controlled target provides interfaces to metrics relating to workload, service levels, and configuration information, as well as a means to adjust tuning controls that determine resource allocations within the target. The GATA inputs the metrics, estimates new tuning control settings based on service objectives specified by administrators, and outputs the tuning control settings.
摘要翻译：描述了用于性能管理的通用自动调整的系统和方法。该系统包括要控制的目标和执行该控制的通用自动调整代理（GATA）。受控目标提供与工作负载，服务级别和配置信息相关的指标的接口，以及调整确定目标内资源分配的调整控制的方法。 GATA输入指标，根据管理员指定的服务目标估计新的调整控制设置，并输出调谐控制设置。

16. 发明授权

US06697791B2 System and method for systematic construction of correlation rules for event management 失效
标题翻译：系统建立事件管理相关规则的系统和方法
公开(公告)号：US06697791B2
公开(公告)日：2004-02-24
申请号：US09849565
申请日：2001-05-04
申请人： Joseph L. Hellerstein , Sheng Ma , Luanne M. Burns , Chang-shing Perng , David A. Rabenhorst
发明人： Joseph L. Hellerstein , Sheng Ma , Luanne M. Burns , Chang-shing Perng , David A. Rabenhorst
IPC分类号： G06F1700
CPC分类号： G06N5/025
摘要： A technique is provided for systematically constructing one or more correlation rules for use by an event management system for managing a network with one or more computing devices. The technique comprises the following steps. First, in association with an event cache, event data representing past or historical events associated with the network of computing devices being managed by the event management system is obtained. Next, a first pattern is found or detected in the obtained event data associated with the event cache. The pattern is then classified. Then, at least one correlation rule is constructed based on the classified pattern. Lastly, in association with the event cache, the one or more events included in the pattern are replaced with a composite or cumulative event such that hierarchical patterns may be subsequently found for use in constructing further correlation rules.
摘要翻译：提供了一种用于系统地构建一个或多个相关规则以供事件管理系统用于使用一个或多个计算设备管理网络的技术。该技术包括以下步骤。首先，与事件缓存相关联，获得表示由事件管理系统管理的与计算设备的网络相关联的过去或历史事件的事件数据。接下来，在与事件高速缓存相关联的所获得的事件数据中找到或检测到第一模式。然后将模式分类。然后，基于分类模式构建至少一个相关规则。最后，与事件缓存相关联，包含在模式中的一个或多个事件被替换为复合或累积事件，使得随后可以发现分级模式用于构建进一步的相关规则。

17. 发明授权

US06678730B2 Predictive model-based measurement acquisition 有权
标题翻译：基于预测模型的测量采集
公开(公告)号：US06678730B2
公开(公告)日：2004-01-13
申请号：US10109724
申请日：2002-03-29
申请人： Joseph L. Hellerstein , Nikolaus Haus
发明人： Joseph L. Hellerstein , Nikolaus Haus
IPC分类号： G06F15173
CPC分类号： H04L67/1023 , H04L41/0233 , H04L41/046 , H04L41/147 , H04L43/00 , H04L43/022 , H04L43/106 , H04L67/1002 , H04L67/1008 , H04L67/101 , H04L67/1029
摘要： A method, system and program storage device for measurement acquisition using predictive models which: (a) can improve scalability; (b) can accommodate devices that operate in a disconnected mode; and (c) enable integration of data from sources with different time granularities. Various features can be embodied in software and an object-oriented implementation is described. Different implementations are described, such as standalone predictive models implemented only on a manager (for example systems management/load balancing) or managed system (for example router management); or a parallel implementation with predictive models running on both the manager and managed (agent) systems (for example financial trading or system health monitoring). In a parallel model implementation, the agent constructs a predictive model that is conveyed to the manager system. The models are used in parallel, possibly with no communication for an extended time. The manager uses its model to provide tentative values of measurement variables to management applications. The agent uses its model to check its accuracy. If the model is found to be insufficiently accurate, an updated model is transmitted to the manager. The invention allows other measurement acquisition protocols to operate concurrently on the same measurement variables.
摘要翻译：一种用于使用预测模型进行测量采集的方法，系统和程序存储设备，其中：（a）可以提高可扩展性; （b）可容纳在断开模式下工作的设备; 和（c）使来自具有不同时间粒度的来源的数据的集成。各种特征可以体现在软件中，并且描述了面向对象的实现。描述了不同的实现方式，例如仅在管理器（例如，系统管理/负载平衡）或被管理系统（例如路由器管理）上实现的独立预测模型; 或者具有在管理和管理（代理）系统上运行的预测模型的并行实现（例如金融交易或系统健康监视）。在并行模型实现中，代理构建传达给管理器系统的预测模型。这些模型并行使用，可能长时间没有通信。经理使用其模型为管理应用程序提供测量变量的临时值。代理使用其模型来检查其准确性。如果发现该模型的准确性不足，则将更新后的模型传送给经理。本发明允许其他测量获取协议在相同的测量变量上同时运行。

18. 发明授权

US06330564B1 System and method for automated problem isolation in systems with measurements structured as a multidimensional database 失效
标题翻译：具有结构化为多维数据库的测量系统的自动化问题隔离的系统和方法
公开(公告)号：US06330564B1
公开(公告)日：2001-12-11
申请号：US09247239
申请日：1999-02-10
申请人： Joseph L. Hellerstein , Po Chang Yue
发明人： Joseph L. Hellerstein , Po Chang Yue
IPC分类号： G06F1700
CPC分类号： G06Q10/06 , G06F17/30592 , Y10S707/99942
摘要： A system and method are described for automating navigations in systems with measurement data that are structured as a multidimensional database (MDDB). The navigation includes an Automated Navigation Engine that uses external representations of a dimension selection function and a cube selection function to guide MDDB navigations. The method consists of the steps: (1) select the MDDB dimension that has the largest dimension selection score; (2) if this score is too small, terminate the method; (3) otherwise, select the cube with the largest cube selection score. These steps are performed repeatedly until (2) applies. Navigations can be performed for data mining, problem isolation, trending analysis, etc.
摘要翻译：描述了一种系统和方法，用于在具有结构化为多维数据库（MDDB）的测量数据的系统中自动导航。该导航包括使用尺寸选择功能和多维数据集选择功能的外部表示的引导MDDB导航的自动导航引擎。该方法包括以下步骤：（1）选择具有最大维度选择分数的MDDB维度; （2）如果这个分数太小，终止方法; （3）否则，选择最大立方体选择分数的立方体。重复执行这些步骤，直到（2）适用。导航可以进行数据挖掘，问题隔离，趋势分析等。

19. 发明授权

US09110934B2 System and method for delivering an integrated server administration platform 有权
标题翻译：提供集成服务器管理平台的系统和方法
公开(公告)号：US09110934B2
公开(公告)日：2015-08-18
申请号：US11421780
申请日：2006-06-02
申请人： John H. Bailey , Walter Canis , Kenneth David Christiance , Shang Qing Guo , Joseph L. Hellerstein , Patrick B. Heywood , Jonathan Lenchner , Rajan Ravirajan , Michael John Spisak
发明人： John H. Bailey , Walter Canis , Kenneth David Christiance , Shang Qing Guo , Joseph L. Hellerstein , Patrick B. Heywood , Jonathan Lenchner , Rajan Ravirajan , Michael John Spisak
IPC分类号： G06F15/16 , G06F17/30
CPC分类号： G06F17/30289
摘要： The invention enables server administrators (SAs) to improve their productivity and performance. With the methods and systems described herein, the prior art needed to search for appropriate tools for appropriate tasks is minimized and/or eliminated. Easier scripting and automation that does not require implementation across tools is provided. A consistent logical place is provided for all resources to be used. Standardization of tools enables improvements in service quality. Tools may be provided using one unambiguous authoritative data model, which eliminates data inconsistencies between sources. With the invention, updates to service delivery clients may be delivered more quickly. The invention also reduces costs for developing, deploying, and maintaining a tightly integrated service delivery client. Integration may be provided from the bottom up rather than after the fact. With the invention, common base objects are provided for events, problem and change records, and other system administration artifacts.
摘要翻译：本发明使服务器管理员（SA）能够提高其生产率和性能。利用本文描述的方法和系统，最小化和/或消除了为适当任务搜索适当工具所需的现有技术。提供了不需要跨工具实现的更轻松的脚本和自动化。为所有使用的资源提供一致的逻辑位置。工具的标准化可以改善服务质量。可以使用一个明确的权威数据模型提供工具，从而消除了源之间的数据不一致。通过本发明，可以更快地传送对服务交付客户端的更新。本发明还降低了开发，部署和维护紧密集成的服务交付客户端的成本。整合可以从下到上而不是事后提供。利用本发明，为事件，问题和变更记录以及其他系统管理工件提供公共基础对象。

20. 发明授权

US07735086B2 Methods and arrangements for planning and scheduling change management requests in computing systems 有权
标题翻译：计划和调度的方法和安排在计算系统中改变管理请求
公开(公告)号：US07735086B2
公开(公告)日：2010-06-08
申请号：US10789099
申请日：2004-02-27
申请人： Joseph L. Hellerstein , Alexander Keller , Vijaya Krishnan , Joel L. Wolf , Kun-Lung Wu
发明人： Joseph L. Hellerstein , Alexander Keller , Vijaya Krishnan , Joel L. Wolf , Kun-Lung Wu
IPC分类号： G06F9/46
CPC分类号： G06F8/60
摘要： Methods and arrangements for planning and scheduling change management requests in computing systems are disclosed. Included are an arrangement for deciding whether or not an RFC should be done, an arrangement for assigning individual tasks to acceptable servers for each RFC to be done, and an arrangement for assigning the start times to said individual tasks for each RFC to be done.
摘要翻译：公开了计算系统中规划和调度改变管理请求的方法和安排。包括用于决定是否应该完成RFC的安排，用于为要完成的每个RFC分配可接受的服务器的安排，以及用于为要完成的每个RFC分配开始时间到所述各个任务的安排。

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