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1. 发明申请

US20090300625A1 Managing The Performance Of An Application Carried Out Using A Plurality Of Pluggable Processing Components 有权
标题翻译：管理使用多种可插拔处理组件执行的应用程序的性能
公开(公告)号：US20090300625A1
公开(公告)日：2009-12-03
申请号：US12129400
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F9/46
CPC分类号： G06F9/5066 , G06F2209/501 , G06F2209/508
摘要： Methods, apparatus, and products are disclosed for managing the performance of an application carried out using a plurality of pluggable processing components, the pluggable processing components executed on a plurality of compute nodes, that include: identifying a current configuration of the pluggable processing components for carrying out the application; receiving a plurality of performance indicators produced during execution of the pluggable processing components; and altering the current configuration of the pluggable processing components in dependence upon the performance indicators and one or more additional pluggable processing components.
摘要翻译：公开了用于管理使用多个可插拔处理组件执行的应用的性能的方法，装置和产品，所述可插拔处理组件在多个计算节点上执行，包括：识别可插拔处理组件的当前配置，用于进行申请; 接收在可插拔处理部件的执行期间产生的多个性能指标; 以及根据性能指示符和一个或多个另外的可插拔处理组件改变可插拔处理组件的当前配置。

2. 发明申请

US20090300624A1 Tracking data processing in an application carried out on a distributed computing system 失效
标题翻译：在分布式计算系统上执行的应用程序中跟踪数据处理
公开(公告)号：US20090300624A1
公开(公告)日：2009-12-03
申请号：US12129284
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F9/46
CPC分类号： G06F17/30445 , G06F9/5038 , G06F9/5066 , G06F2209/506 , H04L29/06 , H04L29/08072 , H04L67/1097 , Y10S707/99932
摘要： Methods, systems, and products are disclosed for tracking data processing in an application carried out on a distributed computing system, the distributed computing system including a plurality of computing nodes connected through a data communications network, the application carried out by a plurality of pluggable processing components installed on the plurality of computing nodes, the pluggable processing components including a pluggable processing provider component and a pluggable processing consumer component, that include: identifying, by the provider component, data satisfying predetermined processing criteria, the criteria specifying that the data is relevant to processing provided by the consumer component; passing, by the provider component, the data to the next pluggable processing component in the application for processing, including maintaining access to the data; receiving, by the consumer component, the data during execution of the application; and sending, by the consumer component, a receipt indicating that the consumer component received the data.
摘要翻译：公开了用于跟踪在分布式计算系统上执行的应用中的数据处理的方法，系统和产品，所述分布式计算系统包括通过数据通信网络连接的多个计算节点，所述应用由多个可插拔处理安装在所述多个计算节点上的组件，所述可插拔处理组件包括可插拔处理提供程序组件和可插拔处理用户组件，所述可插入处理组件包括：由所述提供者组件识别满足预定处理标准的数据，所述数据指定所述数据相关由消费者组件提供的处理; 由提供商组件将数据传递到应用程序中的下一个可插拔处理组件以进行处理，包括维护对数据的访问; 消费者组件在执行应用程序期间接收数据; 并且由消费者组件发送指示消费者组件接收到数据的收据。

3. 发明申请

US20090299667A1 Qualifying Data Produced By An Application Carried Out Using A Plurality Of Pluggable Processing Components 审中-公开
标题翻译：使用多种可插拔处理组件进行的应用程序生成的合格数据
公开(公告)号：US20090299667A1
公开(公告)日：2009-12-03
申请号：US12129252
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F15/00
CPC分类号： G06F11/3604
摘要： Methods, apparatus, and products are disclosed for qualifying data produced by an application carried out using a plurality of pluggable processing components. Qualifying data produced by the application includes: receiving, by an application manager, quality metrics for one of the pluggable processing components; determining, by the application manager, a component quality rating for the pluggable processing component in dependence upon the quality metrics; and assigning, by the application manager, a data quality rating to application data for the application in dependence upon the component quality rating for the pluggable processing component.
摘要翻译：公开了用于使用多个可插拔处理部件执行的应用程序生成的资格数据的方法，装置和产品。由应用程序生成的资格数据包括：应用程序管理器接收一个可插拔处理组件的质量度量; 由应用程序管理器根据质量度量确定可插拔处理组件的组件质量等级; 以及由应用程序管理器根据可插拔处理组件的组件质量等级将数据质量等级分配给应用程序的应用程序数据。

4. 发明授权

US07930596B2 Managing execution stability of an application carried out using a plurality of pluggable processing components 有权
标题翻译：管理使用多个可插拔处理组件执行的应用的执行稳定性
公开(公告)号：US07930596B2
公开(公告)日：2011-04-19
申请号：US12129303
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F11/00
CPC分类号： G06F11/0724 , G06F11/076
摘要： Methods, apparatus, and products are disclosed for managing execution stability of an application carried out using a plurality of pluggable processing components. Managing execution stability of an application includes: receiving, by an application manager, component stability metrics for a particular pluggable processing component; determining, by the application manager, that the particular pluggable processing component is unstable in dependence upon the component stability metrics for the particular pluggable processing component; and notifying, by the application manager, a system administrator that the particular pluggable processing component is unstable.
摘要翻译：公开了用于管理使用多个可插拔处理部件执行的应用的执行稳定性的方法，装置和产品。管理应用程序的执行稳定性包括：由应用程序管理器接收特定可插拔处理组件的组件稳定性度量; 由应用程序管理器确定特定可插拔处理组件依赖于特定可插拔处理组件的组件稳定性度量而不稳定; 并由应用程序管理器通知系统管理员该特定可插拔处理组件不稳定。

5. 发明申请

US20090300404A1 Managing Execution Stability Of An Application Carried Out Using A Plurality Of Pluggable Processing Components 有权
标题翻译：管理执行使用多个可插拔处理组件的应用程序的执行稳定性
公开(公告)号：US20090300404A1
公开(公告)日：2009-12-03
申请号：US12129303
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F11/07
CPC分类号： G06F11/0724 , G06F11/076
摘要： Methods, apparatus, and products are disclosed for managing execution stability of an application carried out using a plurality of pluggable processing components. Managing execution stability of an application includes: receiving, by an application manager, component stability metrics for a particular pluggable processing component; determining, by the application manager, that the particular pluggable processing component is unstable in dependence upon the component stability metrics for the particular pluggable processing component; and notifying, by the application manager, a system administrator that the particular pluggable processing component is unstable.
摘要翻译：公开了用于管理使用多个可插拔处理部件执行的应用的执行稳定性的方法，装置和产品。管理应用程序的执行稳定性包括：由应用程序管理器接收特定可插拔处理组件的组件稳定性度量; 由应用程序管理器确定特定可插拔处理组件依赖于特定可插拔处理组件的组件稳定性度量而不稳定; 并由应用程序管理器通知系统管理员该特定可插拔处理组件不稳定。

6. 发明申请

US20090300154A1 Managing performance of a job performed in a distributed computing system 审中-公开
标题翻译：管理在分布式计算系统中执行的作业的性能
公开(公告)号：US20090300154A1
公开(公告)日：2009-12-03
申请号：US12129353
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F15/16
CPC分类号： G06F9/5066 , G06F2209/501
摘要： Methods, systems, and products are disclosed for managing performance of a job performed in a distributed computing system, the distributed computing system comprising a plurality of compute nodes operatively coupled through a data communications network, the job carried out by a plurality of distributed pluggable processing components executing on the plurality of compute nodes, that include: identifying a current configuration of the pluggable processing components carrying out the job, the current configuration specifying a current distribution of the pluggable processing components among the compute nodes; identifying a network topology of the plurality of compute nodes in the data communications network; receiving a plurality of performance indicators produced during execution of the job; and redistributing, to a different compute node, at least one of the pluggable processing components in dependence upon the current configuration, the network topology, and the performance indicators.
摘要翻译：公开了用于管理在分布式计算系统中执行的作业的性能的方法，系统和产品，所述分布式计算系统包括通过数据通信网络可操作地耦合的多个计算节点，由多个分布式可插拔处理在多个计算节点上执行的组件包括：识别执行该作业的可插拔处理组件的当前配置，该当前配置指定计算节点之间的可插拔处理组件的当前分布; 识别数据通信网络中的多个计算节点的网络拓扑; 接收在执行作业期间产生的多个性能指标; 以及根据当前配置，网络拓扑和性能指标，将不同的计算节点重新分配到可插拔处理组件中的至少一个。

7. 发明授权

US08788644B2 Tracking data processing in an application carried out on a distributed computing system 失效
标题翻译：在分布式计算系统上执行的应用程序中跟踪数据处理
公开(公告)号：US08788644B2
公开(公告)日：2014-07-22
申请号：US12129284
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F15/173 , G06F17/30 , G06F9/50 , H04L29/08 , H04L29/06
CPC分类号： G06F17/30445 , G06F9/5038 , G06F9/5066 , G06F2209/506 , H04L29/06 , H04L29/08072 , H04L67/1097 , Y10S707/99932
摘要： Methods, systems, and products are disclosed for tracking data processing in an application carried out on a distributed computing system, the distributed computing system including a plurality of computing nodes connected through a data communications network, the application carried out by a plurality of pluggable processing components installed on the plurality of computing nodes, the pluggable processing components including a pluggable processing provider component and a pluggable processing consumer component, that include: identifying, by the provider component, data satisfying predetermined processing criteria, the criteria specifying that the data is relevant to processing provided by the consumer component; passing, by the provider component, the data to the next pluggable processing component in the application for processing, including maintaining access to the data; receiving, by the consumer component, the data during execution of the application; and sending, by the consumer component, a receipt indicating that the consumer component received the data.
摘要翻译：公开了用于跟踪在分布式计算系统上执行的应用中的数据处理的方法，系统和产品，所述分布式计算系统包括通过数据通信网络连接的多个计算节点，所述应用由多个可插拔处理安装在所述多个计算节点上的组件，所述可插拔处理组件包括可插拔处理提供程序组件和可插拔处理用户组件，所述可插入处理组件包括：由所述提供者组件识别满足预定处理标准的数据，所述数据指定所述数据相关由消费者组件提供的处理; 由提供商组件将数据传递到应用程序中的下一个可插拔处理组件以进行处理，包括维护对数据的访问; 消费者组件在执行应用程序期间接收数据; 并且由消费者组件发送指示消费者组件接收到数据的收据。

8. 发明授权

US08495189B2 Managing the performance of an application carried out using a plurality of pluggable processing components 有权
标题翻译：管理使用多个可插拔处理组件执行的应用程序的性能
公开(公告)号：US08495189B2
公开(公告)日：2013-07-23
申请号：US12129400
申请日：2008-05-29
申请人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
发明人： Michael J. Branson , Zachary A. Garbow , John M. Santosuosso
IPC分类号： G06F15/173
CPC分类号： G06F9/5066 , G06F2209/501 , G06F2209/508
摘要： Methods, apparatus, and products are disclosed for managing the performance of an application carried out using a plurality of pluggable processing components, the pluggable processing components executed on a plurality of compute nodes, that include: identifying a current configuration of the pluggable processing components for carrying out the application; receiving a plurality of performance indicators produced during execution of the pluggable processing components; and altering the current configuration of the pluggable processing components in dependence upon the performance indicators and one or more additional pluggable processing components.
摘要翻译：公开了用于管理使用多个可插拔处理组件执行的应用的性能的方法，装置和产品，所述可插拔处理组件在多个计算节点上执行，包括：识别可插拔处理组件的当前配置，用于进行申请; 接收在可插拔处理部件的执行期间产生的多个性能指标; 以及根据性能指示符和一个或多个另外的可插拔处理组件改变可插拔处理组件的当前配置。

9. 发明授权

US09405553B2 Processing element management in a streaming data system 有权
标题翻译：流数据系统中的处理元件管理
公开(公告)号：US09405553B2
公开(公告)日：2016-08-02
申请号：US13361287
申请日：2012-01-30
申请人： Michael J. Branson , Ryan K. Cradick , John M. Santosuosso , Brandon W. Schulz
发明人： Michael J. Branson , Ryan K. Cradick , John M. Santosuosso , Brandon W. Schulz
IPC分类号： G06F15/16 , G06F9/44 , G06F9/50
CPC分类号： G06F9/5011 , G06F9/44 , G06F9/4881 , G06F9/505 , G06F2209/502
摘要： Stream applications may inefficiently use the hardware resources that execute the processing elements of the data stream. For example, a compute node may host four processing elements and execute each using a CPU. However, other CPUs on the compute node may sit idle. To take advantage of these available hardware resources, a stream programmer may identify one or more processing elements that may be cloned. The cloned processing elements may be used to generate a different execution path that is parallel to the execution path that includes the original processing elements. Because the cloned processing elements contain the same operators as the original processing elements, the data stream that was previously flowing through only the original processing element may be split and sent through both the original and cloned processing elements. In this manner, the parallel execution path may use underutilized hardware resources to increase the throughput of the data stream.
摘要翻译：流应用可能会低效地使用执行数据流处理元素的硬件资源。例如，计算节点可以托管四个处理元件，并使用CPU执行每个处理元件。但是，计算节点上的其他CPU可能会处于空闲状态。为了利用这些可用的硬件资源，流程序员可以识别可被克隆的一个或多个处理元件。克隆的处理元件可以用于生成与包括原始处理元件的执行路径平行的不同执行路径。因为克隆的处理元素包含与原始处理元素相同的操作符，所以先前仅流过原始处理元素的数据流可以被分割并通过原始和克隆处理元素发送。以这种方式，并行执行路径可以使用未充分利用的硬件资源来增加数据流的吞吐量。

10. 发明授权

US09015339B2 Monitoring streams buffering to optimize operator procressing 有权
标题翻译：监控流缓冲以优化操作员执行
公开(公告)号：US09015339B2
公开(公告)日：2015-04-21
申请号：US13455982
申请日：2012-04-25
申请人： Michael J. Branson , Ryan K. Cradick , John M. Santosuosso , Brandon W. Schulz
发明人： Michael J. Branson , Ryan K. Cradick , John M. Santosuosso , Brandon W. Schulz
IPC分类号： G06F15/16 , H04L29/08 , H04L12/825
CPC分类号： H04L67/104 , H04L47/25
摘要： Method, system and computer program product for performing an operation, including providing a plurality of processing elements comprising one or more operators, the operators configured to process streaming data tuples, establishing an operator graph of multiple operators, the operator graph defining at least one execution path in which a first operator is configured to receive data tuples from at least one upstream operator and transmit data tuples to at least one downstream operator, providing each operator a buffer configured to hold data tuples requiring processing receiving a plurality of data tuples in a buffer associated with an operator, the data tuples comprising at least one attribute, determining a backlog exists in the first buffer, selecting at least one data tuple from the first buffer, examining an attribute of the selected data tuples to identify a candidate tuple, and performing a second operation on the candidate tuple.
摘要翻译：用于执行操作的方法，系统和计算机程序产品，包括提供包括一个或多个操作者的多个处理元件，配置成处理流数据元组的操作符，建立多个操作符的操作符图，定义至少一个执行的操作符图路径，其中第一运营商被配置为从至少一个上游运营商接收数据元组，并向至少一个下游运营商传输数据元组，为每个运营商提供缓冲器，该缓冲器被配置为保存需要在缓冲器中接收多个数据元组的处理的数据元组与运算符相关联，所述数据元组包括至少一个属性，确定所述第一缓冲器中存在积压，从所述第一缓冲器中选择至少一个数据元组，检查所选数据元组的属性以识别候选元组，以及执行候选元组的第二个操作。

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