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51. 发明授权

US06442445B1 User configurable multivariate time series reduction tool control method 失效
公开(公告)号：US06442445B1
公开(公告)日：2002-08-27
申请号：US09272434
申请日：1999-03-19
申请人： Raymond J. Bunkofske , John Z. Colt, Jr. , James J. McGill , Nancy T. Pascoe , Maheswaran Surendra , Marc A. Taubenblatt , Asif Ghias
发明人： Raymond J. Bunkofske , John Z. Colt, Jr. , James J. McGill , Nancy T. Pascoe , Maheswaran Surendra , Marc A. Taubenblatt , Asif Ghias
IPC分类号： G06F1900
CPC分类号： G05B23/0221 , G05B2219/45031 , H01L22/20
摘要： A method and structure for controlling a manufacturing tool includes measuring different manufacturing parameters of the tool, transforming a plurality of time series of the manufacturing parameters into intermediate variables based on restrictions and historical reference statistics, generating a surrogate variable based on the intermediate variables, if the surrogate variable exceeds a predetermined limit, identifying a first intermediate variable, of the intermediate variables, that caused the surrogate variable to exceed the predetermined limit and identifying a first manufacturing parameter associated with the first intermediate variable, and inhibiting further operation of the tool until the first manufacturing parameter has been modified to bring the surrogate value within the predetermined limit.

52. 发明授权

US09250972B2 Orchestrated peer-to-peer server provisioning 有权
标题翻译：协调的对等服务器配置
公开(公告)号：US09250972B2
公开(公告)日：2016-02-02
申请号：US11424901
申请日：2006-06-19
申请人： Larisa Shwartz , Maheswaran Surendra , Naga A. Ayachitula , Genady Grabarnik , James S. Lipscomb
发明人： Larisa Shwartz , Maheswaran Surendra , Naga A. Ayachitula , Genady Grabarnik , James S. Lipscomb
IPC分类号： G06F17/30 , G06F9/50 , H04L12/24 , H04L29/08
CPC分类号： H04L47/78 , G06F9/5061 , G06F17/30091 , G06F2209/5011 , H04L41/0893 , H04L67/104 , H04L67/1055 , H04L67/34
摘要： Embodiments of the present invention address deficiencies of the art in respect to server provisioning in a heterogeneous computing environment and provide a method, system and computer program product for secure and verified distributed orchestration and provisioning. In one embodiment of the invention, a server provisioning method can be provided. The server provisioning method can include establishing grouping criteria, grouping different target computing nodes into different groups of target computing nodes according to the established grouping criteria, server provisioning a root node in each of the different groups of target computing nodes, and relying upon the root node in each of the different groups to peer-to-peer server provision remaining nodes in each of the different groups.
摘要翻译：本发明的实施例解决了在异构计算环境中关于服务器提供的本领域的缺点，并提供了用于安全和验证的分布式编排和供应的方法，系统和计算机程序产品。在本发明的一个实施例中，可以提供服务器配置方法。服务器配置方法可以包括建立分组标准，根据建立的分组标准将不同目标计算节点分组到不同的目标计算节点组，服务器在目标计算节点的不同组中的每一个中提供根节点，并依赖于根节点在每个不同的组中，以对等服务器提供每个不同组中的剩余节点。

53. 发明授权

US08600847B1 Optimal service fee discount management 有权
标题翻译：最优服务费折扣管理
公开(公告)号：US08600847B1
公开(公告)日：2013-12-03
申请号：US13594759
申请日：2012-08-24
申请人： Diane J. Gherson , Nickle J. LaMoreaux , Richard Patterson , Carla Grant-Pickens , Anshul Sheopuri , Thomas A. Stachura , Maheswaran Surendra , Brenda Swatek , Maria Tarsia
发明人： Diane J. Gherson , Nickle J. LaMoreaux , Richard Patterson , Carla Grant-Pickens , Anshul Sheopuri , Thomas A. Stachura , Maheswaran Surendra , Brenda Swatek , Maria Tarsia
IPC分类号： G06Q40/00
CPC分类号： G06Q40/00
摘要： In an economic relationship between a first party and a plurality of second parties in connection with provision of at least one of goods and services for a fee, costs incurred by the first party, in connection with a loss of at least some of the second parties to the relationship, are estimated. A response curve of second party loss probability versus fee is also estimated. An optimal value of a modification to the fee is determined, such that profits of the first party are maximized, taking into account the costs incurred by the first party in connection with the loss of the at least some of the second parties and the response curve of the second party loss probability versus the fee. At least one action to take in response to the determining of the optimal value is determined.
摘要翻译：在第一方与多个第二方之间的经济关系中，提供至少一种商品和服务的费用，第一方因至少部分第二方的损失而产生的费用关系，估计。还估计了第二方损失概率与费用的响应曲线。确定对费用进行修改的最优值，使得第一方的利润最大化，考虑到第一方对至少一些第二方的损失和响应曲线造成的费用的第二方损失概率与费用。确定响应于最佳值的确定而采取的至少一个动作。

54. 发明授权

US08122450B2 Method and apparatus for distributing memory in a data processing system 有权
标题翻译：用于在数据处理系统中分配存储器的方法和装置
公开(公告)号：US08122450B2
公开(公告)日：2012-02-21
申请号：US11278134
申请日：2006-03-30
申请人： Yixin Diao , James Liam Finnie , Christian Marcelo Garcia-Arellano , Sam Sampson Lightstone , Lan Pham , Adam J. Storm , Maheswaran Surendra , Gary Valentin , Daniele Costante Zilio
发明人： Yixin Diao , James Liam Finnie , Christian Marcelo Garcia-Arellano , Sam Sampson Lightstone , Lan Pham , Adam J. Storm , Maheswaran Surendra , Gary Valentin , Daniele Costante Zilio
IPC分类号： G06F9/46 , G06F13/00
CPC分类号： G06F9/5016
摘要： Methods and systems are provided for tuning memory allocated among a plurality of applications in a data processing system. In one implementation, the method includes generating memory benefit data for the plurality of applications, comparing the generated memory benefit data associated with each of the plurality of applications, and dynamically reallocating memory from one or more of the plurality of applications to one or more other of the plurality of applications based on the comparison. A method and system is also provided for tuning memory allocated among a plurality of individual memory consumers for a given application.
摘要翻译：提供了用于调整在数据处理系统中的多个应用程序之间分配的存储器的方法和系统。在一个实现中，该方法包括为多个应用产生存储器利益数据，比较与多个应用中的每一个相关联的所生成的存储器利益数据，并将存储器从多个应用中的一个或多个动态地重新分配给一个或多个其他应用的多个应用程序。还提供了一种方法和系统，用于调整针对给定应用的多个单独存储器消费者之间分配的存储器。

55. 发明授权

US07987146B2 System and method for matching multi-node software system provisioning requirements and capabilities using rough set theory 失效
标题翻译：使用粗糙集理论对多节点软件系统配置要求和能力进行匹配的系统和方法
公开(公告)号：US07987146B2
公开(公告)日：2011-07-26
申请号：US11669781
申请日：2007-01-31
申请人： Larisa Shwartz , Genady Grabarnik , Maheswaran Surendra , Naga A. Ayachitula
发明人： Larisa Shwartz , Genady Grabarnik , Maheswaran Surendra , Naga A. Ayachitula
IPC分类号： G06F17/00 , G06N5/00
CPC分类号： G06F8/61
摘要： A system and method for provisioning software on a plurality of computational nodes in a distributed computing environment. A plurality of support processing requirements associated with a software product is accepted. The plurality of requirements is expanded into multiple sets of installation requirements. At least one set of installation requirements in the multiple sets of installation requirements are minimized to produce at least one minimized set of installation requirements. A determination is made as to whether any pair of requirements in the minimized set of installation requirements includes a pair of conflicting requirements. A determination of whether the software product allows each requirement in the pair of conflicting requirements to be located on separate nodes is also made. At least one multi-node installation topology is determined for the software product. The multi-node installation topology includes a plurality of installation requirement sets for each node in the multi-node installation topology.
摘要翻译：一种用于在分布式计算环境中的多个计算节点上配置软件的系统和方法。接受与软件产品相关联的多个支持处理要求。多项要求扩展到多套安装要求。在多组安装要求中至少有一组安装要求最小化，以产生至少一组最小化的安装要求。确定最小化安装要求中的任何一对要求是否包含一对冲突的要求。还确定软件产品是否允许该对冲突要求中的每个需求位于单独的节点上。为软件产品确定至少一个多节点安装拓扑。多节点安装拓扑包括多节点安装拓扑中每个节点的多个安装要求集。

56. 发明授权

US07707345B2 Methods and apparatus for managing deadtime in feedback control queuing system 有权
标题翻译：反馈控制排队系统管理死区时间的方法和装置
公开(公告)号：US07707345B2
公开(公告)日：2010-04-27
申请号：US11431995
申请日：2006-05-11
申请人： Yixin Diao , Sujay Parekh , Maheswaran Surendra , Ronghua Zhang
发明人： Yixin Diao , Sujay Parekh , Maheswaran Surendra , Ronghua Zhang
IPC分类号： G06F13/40
CPC分类号： G06F11/3409 , G06F11/3452 , G06F11/3457
摘要： Techniques for managing feedback control systems are provided. By way of example, a method of controlling performance of a managed system by a controller includes the following steps/operations. The controller issues a control value to the managed system to affect a performance of the managed system. The controller maintains a measurement time period having a variable start time within which the performance of the managed system is measured, such that the control value is given time to take effect on the managed system and a performance metric fed back to the controller from the managed system reflects the effect of the control value on the managed system.
摘要翻译：提供了管理反馈控制系统的技术。作为示例，控制器控制被管理系统的性能的方法包括以下步骤/操作。控制器向受管系统发出控制值以影响受管系统的性能。控制器维持具有可变起始时间的测量时间段，在该时间段内测量被管理系统的性能，使得控制值被给予在受管理系统上生效的时间，以及从被管理的系统反馈给控制器的性能度量系统反映了管理系统对控制值的影响。

57. 发明申请

US20080313160A1 Resource Optimizations in Computing Utilities 有权
标题翻译：计算实用程序中的资源优化
公开(公告)号：US20080313160A1
公开(公告)日：2008-12-18
申请号：US12197593
申请日：2008-08-25
申请人： Joseph L. Hellerstein , Kaan Katircioglu , Maheswaran Surendra
发明人： Joseph L. 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量度的值; 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。

58. 发明授权

US07350186B2 Methods and apparatus for managing computing deployment in presence of variable workload 有权
标题翻译：用于在存在可变工作负载的情况下管理计算部署的方法和装置
公开(公告)号：US07350186B2
公开(公告)日：2008-03-25
申请号：US10384973
申请日：2003-03-10
申请人： David Wiley Coleman , Steven E. Froehlich , Joseph L. Hellerstein , Lawrence S. Hsiung , Edwin Richie Lassettre , Todd William Mummert , Mukund Raghavachari , Lance Warren Russell , Maheswaran Surendra , Noshir Cavas Wadia , Peng Ye
发明人： David Wiley Coleman , Steven E. Froehlich , Joseph L. Hellerstein , Lawrence S. Hsiung , Edwin Richie Lassettre , Todd William Mummert , Mukund Raghavachari , Lance Warren Russell , Maheswaran Surendra , Noshir Cavas Wadia , Peng Ye
IPC分类号： G06F9/44
CPC分类号： G06F11/008
摘要： 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.
摘要翻译：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。

59. 发明授权

US07346401B2 Systems and methods for providing constrained optimization using adaptive regulatory control 有权
标题翻译：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：US07346401B2
公开(公告)日：2008-03-18
申请号：US10853845
申请日：2004-05-25
申请人： Yixin Diao , Christian Marcelo Garcia-Arellano , Joseph L. Hellerstein , Sam Sampson Lightstone , Sujay Sunil Parekh , Adam J. Storm , Maheswaran Surendra
发明人： Yixin Diao , Christian Marcelo Garcia-Arellano , Joseph L. Hellerstein , Sam Sampson Lightstone , Sujay Sunil Parekh , Adam J. Storm , Maheswaran Surendra
IPC分类号： G05B13/02
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。

60. 发明申请

US20080005304A1 Method and apparatus for automatic uncertainty-based management feedback controller 有权
标题翻译：自动不确定性管理反馈控制器的方法和装置
公开(公告)号：US20080005304A1
公开(公告)日：2008-01-03
申请号：US11479485
申请日：2006-06-30
申请人： Yixin Diao , Hidayatullah Habeebullah Shaikh , Maheswaran Surendra
发明人： Yixin Diao , Hidayatullah Habeebullah Shaikh , Maheswaran Surendra
IPC分类号： G06F15/173
CPC分类号： H04L67/22 , G06F11/3452 , G06F11/3466 , G06F11/3495 , G06F2201/81
摘要： Improved management feedback-based controller techniques are disclosed for use in accordance with a computing system. For example, a method for managing a computing system includes the following steps. At least one measured performance metric is obtained from the computing system being managed. At least one control input value is generated based on parameters including a control error and a control deadzone such that uncertainty associated with the computing system is accounted for in accordance with the parameters. The control error is determined from a computation comprising the at least one measured performance metric and at least one performance metric goal. The control deadzone is defined such that the control input value is not generated when the control error is within the control deadzone. The control input value is sent to the computing system to effectuate achievement of the at least one performance metric goal associated with the computing system.
摘要翻译：公开了改进的基于管理反馈的控制器技术以根据计算系统使用。例如，用于管理计算系统的方法包括以下步骤。从被管理的计算系统获得至少一个测量的性能度量。基于包括控制误差和控制死区的参数产生至少一个控制输入值，使得根据参数考虑与计算系统相关联的不确定性。控制误差由包括至少一个测量性能度量和至少一个性能度量目标的计算确定。控制死区被定义为当控制误差在控制死区内时不产生控制输入值。将控制输入值发送到计算系统以实现与计算系统相关联的至少一个性能度量目标的实现。

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