公开(公告)号：US07925755B2

公开(公告)日：2011-04-12

申请号：US11028123

申请日：2004-12-30

申请人： Catherine Cuong Diep ,  Lawrence Shun-mok Hsiung ,  Luis Javier Ostdiek ,  Jayashree Subrahmonia ,  Noshir Cavas Wadia ,  Peng Ye

发明人： Catherine Cuong Diep ,  Lawrence Shun-mok Hsiung ,  Luis Javier Ostdiek ,  Jayashree Subrahmonia ,  Noshir Cavas Wadia ,  Peng Ye

IPC分类号： G06F15/173

CPC分类号： G06F9/50 ,  G06F9/542 ,  G06F2209/5011 ,  G06F2209/508

摘要： Techniques are provided for allocating resources. Performance metrics for a transaction are received. It is determined whether one or more service level objectives are being violated based on the received performance metrics. In response to determining that the one or more service level objectives are being violated, additional resources are allocated to the transaction. In response to allocating the additional resources, a resource allocation event is published.

摘要翻译： 提供了分配资源的技术。 收到交易的绩效指标。 基于所接收的性能度量来确定是否违反一个或多个服务级目标。 响应于确定正在违反一个或多个服务级别目标，将额外的资源分配给交易。 响应于分配附加资源，发布资源分配事件。

公开(公告)号：US07660897B2

公开(公告)日：2010-02-09

申请号：US10911058

申请日：2004-08-03

申请人： Harold Hershey Hall, Jr. ,  Lawrence Shun-mok Hsiung ,  Luis Javier Ostdiek ,  Noshir Cavas Wadia ,  Peng Ye

发明人： Harold Hershey Hall, Jr. ,  Lawrence Shun-mok Hsiung ,  Luis Javier Ostdiek ,  Noshir Cavas Wadia ,  Peng Ye

IPC分类号： G06F15/173 ,  G06F15/167 ,  G06F15/16 ,  G06F7/00

CPC分类号： G06F9/505

摘要： Provided are a method, system, and program for distributing application transactions among work servers. Application transaction rates are determined for a plurality of applications supplying transactions to process. For each application, available partitions in at least one server are assigned to process the application transactions based on partition transaction rates of partitions in the servers. For each application, a determination is made of weights for each server including partitions assigned to the application based on a number of partitions in the server assigned to the application. The determined weights for each application are used to distribute application transactions among the servers including partitions assigned to the application.

摘要翻译： 提供了一种用于在工作服务器之间分发应用程序事务的方法，系统和程序。 为提供要处理的交易的多个应用程序确定应用程序事务速率。 对于每个应用程序，分配至少一个服务器中的可用分区，以根据服务器中分区的分区事务速率处理应用程序事务。 对于每个应用程序，根据分配给应用程序的服务器中的分区数量，确定每个服务器的权重，包括分配给应用程序的分区。 每个应用程序的确定权重用于在服务器之间分发应用程序事务，包括分配给应用程序的分区。

公开(公告)号：US08175906B2

公开(公告)日：2012-05-08

申请号：US11203464

申请日：2005-08-12

申请人： Jayashree Subrahmonia ,  Rahul Jain ,  Noshir Cavas Wadia ,  Peng Ye ,  Rekha Devi Garapati ,  Cynthia Ferne Craine

发明人： Jayashree Subrahmonia ,  Rahul Jain ,  Noshir Cavas Wadia ,  Peng Ye ,  Rekha Devi Garapati ,  Cynthia Ferne Craine

IPC分类号： G06F17/30

CPC分类号： G06Q10/10 ,  G06Q10/0631 ,  G06Q10/06315 ,  G06Q10/0633

摘要： Techniques are provided for automating allocation of resources based on business decisions. An impact of a business decision is quantified in terms of information technology (IT) metrics. The resources that may be needed to address the impact are estimated. The estimated resources are provisioned.

摘要翻译： 提供了基于业务决策来自动分配资源的技术。 业务决策的影响在信息技术（IT）指标方面量化。 估计可能需要的资源来解决影响。 估计资源已经提供。

公开(公告)号：US07680771B2

公开(公告)日：2010-03-16

申请号：US11017490

申请日：2004-12-20

申请人： Enzo Cialini ,  Laura Myers Haas ,  Balakrishna Raghavendra Iyer ,  Allen William Luniewski ,  Jayashree Subrahmonia ,  Noshir Cavas Wadia ,  Hansjorg Zeller

发明人： Enzo Cialini ,  Laura Myers Haas ,  Balakrishna Raghavendra Iyer ,  Allen William Luniewski ,  Jayashree Subrahmonia ,  Noshir Cavas Wadia ,  Hansjorg Zeller

IPC分类号： G06F7/00 ,  G06F17/00 ,  G06F17/30

CPC分类号： G06F17/30306 ,  G06F17/30545 ,  Y10S707/99933

摘要： An apparatus, system, and method are disclosed for provisioning database resource within a grid database system. The apparatus comprises an analysis module and a provision module. The analysis module analyzes a data query stream from an application to a database instance and determines that the data query stream exhibits a predetermined performance attribute. The provision module provisions a database resource in response to a determination that the data query stream exhibits the predetermined performance attribute. The provisioned database resource may be a database instance, a database server, or a cache. The provisioning of the new database resource advantageously is substantially transparent to a client on the database system.

摘要翻译： 公开了用于在网格数据库系统内配置数据库资源的装置，系统和方法。 该装置包括分析模块和提供模块。 分析模块分析从应用程序到数据库实例的数据查询流，并确定数据查询流呈现预定的性能属性。 响应于确定数据查询流呈现预定的性能属性，提供模块提供数据库资源。 所配置的数据库资源可以是数据库实例，数据库服务器或高速缓存。 新数据库资源的配置有利地对数据库系统上的客户端是基本上透明的。

公开(公告)号：US07099816B2

公开(公告)日：2006-08-29

申请号：US10174030

申请日：2002-06-17

申请人： Michael Ignatowski ,  Noshir Cavas Wadia ,  Peng Ye

发明人： Michael Ignatowski ,  Noshir Cavas Wadia ,  Peng Ye

IPC分类号： G06F9/455 ,  G06F13/00

CPC分类号： G06Q10/04 ,  G06F11/3419 ,  G06F11/3447

摘要： The present invention discloses a method, system and article of manufacture for performing analytic modeling on a computer system by handling a plurality of predefined system criteria directed to a modeled computer system. The present invention provides means for the user of an analytic model to specify (i.e. enable) any number of predefined system criteria that must all be simultaneously satisfied. The modeling methodology uses a variation of the well-known Mean Value Analysis technique in its calculations. Response times, resource utilizations, and resource queue lengths are initially estimated for a small user arrival rate. An iterative method is used to gradually increase the user arrival rate by a constant value. For each iteration, response times, resource utilizations, and resource queue lengths are calculated. Then for all the criteria, which have been enabled, it is checked to see if the value limits specified for those criteria have exceeded. If not, the model calculation results are saved and next iteration is started. The model iterations continue with a gradually increasing user arrival rate until one or more of the modeling criteria are exceeded. At that time the model outputs the results from the previous iteration (i.e. the saved results where all the criteria were still satisfied), and the modeling calculations are finished. The model results may be used as input for further processing.

公开(公告)号：US08386995B2

公开(公告)日：2013-02-26

申请号：US11763726

申请日：2007-06-15

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： 用于根据不同的工作负载水平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。

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。

公开(公告)号：US08799854B2

公开(公告)日：2014-08-05

申请号：US11625583

申请日：2007-01-22

申请人： Dikran S. Meliksetian ,  Noshir Cavas Wadia ,  Matthew Yang Wang

发明人： Dikran S. Meliksetian ,  Noshir Cavas Wadia ,  Matthew Yang Wang

IPC分类号： G06F9/44

CPC分类号： G06F8/36

摘要： For profiling and reusing software development assets, an apparatus includes an asset repository that stores assets, and functional and performance descriptions corresponding to each asset. The apparatus further includes a service planning module configured to interpret functional requirement(s) for a target application, and at least one service quality element corresponding to the functional requirement(s). The target application may be an internet-based application, and the functional requirements may be functions performed by software elements. The apparatus further includes a deployment module configured to compare the functional requirements with the stored assets to generate a solution plan. The solution plan may be a group of assets configured to perform the functional requirement(s) for the target application.

摘要翻译： 对于分析和重用软件开发资产，设备包括存储资产的资产存储库以及与每项资产相对应的功能和性能说明。 该装置还包括配置成解释目标应用的功能需求的服务规划模块以及对应于功能需求的至少一个服务质量元素。 目标应用可以是基于因特网的应用，并且功能需求可以是由软件元素执行的功能。 所述设备还包括部署模块，所述部署模块被配置为将所述功能需求与所存储的资产进行比较以生成解决方案。 解决方案计划可以是被配置为执行目标应用程序的功能需求的一组资产。

公开(公告)号：US06768968B2

公开(公告)日：2004-07-27

申请号：US10126245

申请日：2002-04-18

申请人： Michael Ignatowski ,  Noshir Cavas Wadia

发明人： Michael Ignatowski ,  Noshir Cavas Wadia

IPC分类号： G06F1130

CPC分类号： G06F11/3495 ,  G06F11/3419 ,  G06F11/3438 ,  G06F2201/87 ,  G06F2201/875 ,  Y10S707/99943

摘要： A method, system and article of manufacture for estimating the performance of a computer system are provided. Initially, a business pattern representative of the expected usage of the computer system is identified. Then, for each parameter associated with each predefined script, which corresponds to the identified business pattern, a value is established. The computer system hardware characteristics and performance objectives are identified next. The performance estimate is then calculated utilizing the established parameter values, identified hardware characteristics and performance objectives. To calculate the performance estimate, the script measurements data is read from a table of previously measured values, and a weighted average number of page visits per user, a weighted average visit rate and a weighted average service time for each target device in the computer system are calculated. A total response time and a system throughput are calculated by varying each target device queue length and user arrival rate until the performance objectives are reached.

摘要翻译： 提供了一种用于估计计算机系统性能的方法，系统和制品。 最初，识别出代表计算机系统的预期用途的业务模式。 然后，对于与所识别的业务模式对应的每个预定义脚本相关联的每个参数，建立一个值。 计算机系统的硬件特性和性能目标在下面被识别。 然后，使用建立的参数值，确定的硬件特性和性能目标来计算性能估计。 为了计算性能估计，从先前测量值的表中读取脚本测量数据，并且每个用户的加权平均页面访问次数，加权平均访问速率和计算机系统中的每个目标设备的加权平均服务时间 被计算。 通过改变每个目标设备队列长度和用户到达率来计算总响应时间和系统吞吐量，直到达到性能目标。

公开(公告)号：US20080178147A1

公开(公告)日：2008-07-24

申请号：US11625583

申请日：2007-01-22

申请人： Dikran S. Meliksetian ,  Noshir Cavas Wadia ,  Matthew Yang Wang

发明人： Dikran S. Meliksetian ,  Noshir Cavas Wadia ,  Matthew Yang Wang

IPC分类号： G06F9/44

CPC分类号： G06F8/36

摘要： An apparatus, system, and method are disclosed for profiling and reusing software development assets. The apparatus includes an asset repository that stores assets, and functional and performance descriptions corresponding to each asset. The apparatus further includes a service planning module configured to interpret functional requirement(s) for a target application, and at least one service quality element corresponding to the functional requirement(s). The target application may be an internet-based application, and the functional requirements may be functions performed by software elements. The apparatus further includes a deployment module configured to compare the functional requirements with the stored assets to generate a solution plan. The solution plan may be a group of assets configured to perform the functional requirement(s) for the target application.

摘要翻译： 公开了用于分析和重用软件开发资产的装置，系统和方法。 该设备包括存储资产的资产库，以及与每个资产相对应的功能和性能说明。 该装置还包括配置成解释目标应用的功能需求的服务规划模块以及对应于功能需求的至少一个服务质量元素。 目标应用可以是基于因特网的应用，并且功能需求可以是由软件元素执行的功能。 所述设备还包括部署模块，所述部署模块被配置为将所述功能需求与所存储的资产进行比较以生成解决方案。 解决方案计划可以是被配置为执行目标应用程序的功能需求的一组资产。