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121. 发明授权

US09298807B1 Techniques for dynamic partitioning in a distributed parallel computational environment 有权
标题翻译：在分布式并行计算环境中动态划分的技术
公开(公告)号：US09298807B1
公开(公告)日：2016-03-29
申请号：US14845662
申请日：2015-09-04
申请人： David Laverne Zanter
发明人： David Laverne Zanter
IPC分类号： G06F17/30 , H04L12/26 , H04L12/721
CPC分类号： H04L45/70 , G06F17/30094 , G06F17/30224 , G06F17/30501 , G06F17/30584
摘要： An apparatus includes an organization component to retrieve from task instructions an indication of a type of organization of data set subportions prior to performance of a computation and a data item by which the data set subportions are to be organized, organize the data set subportion among others based on the data item and type of organization, monitor availability of a first processing resource and a first storage resource of a node device employed to organize the data set subportions, and based on insufficient availability of at least one of the first processing resource or the first storage resource, interrupt the organization of the data set subportions, and dispatch a first set of one or more organized data set subportions to be processed; and a performance component to execute the task instructions to process the organized data set subportion.
摘要翻译：一种装置包括一个组织部件，用于从任务指令中检索执行计算之前的数据集子部分的组织类型的指示，以及数据集子组件要被组织的数据项，组织其他数据集子部分基于组织的数据项和类型，监视用于组织数据集子部分的节点装置的第一处理资源和第一存储资源的可用性，并且基于第一处理资源或第一存储资源，中断数据集子部分的组织，并且发送要处理的一个或多个有组织数据集子部分的第一集合; 以及执行任务指令以处理有组织的数据集子部分的性能部件。

122. 发明授权

US09251465B2 System and methods for interactive displays based on associations for machine-guided rule creation 有权
标题翻译：基于机器引导规则创建的关联的交互式显示的系统和方法
公开(公告)号：US09251465B2
公开(公告)日：2016-02-02
申请号：US14662443
申请日：2015-03-19
申请人： SAS Institute Inc.
发明人： James Allen Cox , Zheng Zhao , Arila Barnes , Jared Peterson , Samantha DuPont , Russel Albright , Barry DeVille
IPC分类号： G06F17/00 , G06N5/02 , G06N5/04 , G06F17/30 , G06Q40/00 , G06Q40/06
CPC分类号： G06N5/025 , G06F17/30 , G06F17/30507 , G06F17/30598 , G06F17/30961 , G06N5/027 , G06N5/04 , G06Q40/00 , G06Q40/06
摘要： This disclosure provides a computer-program product, system, method and apparatus for accessing a representation of a category or item and accessing a set of multiple transactions. The transactions are processed to identify items found amongst the transactions, and the items are ordered based on an information-gain heuristic. A depth-first search for a group of best association rules is then conducted using a best-first heuristic and constraints that make the search efficient. The best rules found during the search can then be displayed to a user, along with accompanying statistics. The user can then select rules that appear to be most relevant, and further analytics can be applied to the selected rules to obtain further information about the information provided by these rules.
摘要翻译：本公开提供了一种用于访问类别或项目的表示并访问一组多个事务的计算机程序产品，系统，方法和装置。处理事务以识别在事务之间找到的项目，并且这些项目是基于信息增益启发式排序的。然后使用最佳先验启发式和约束条件进行一组最佳关联规则的深度优先搜索，从而使搜索更有效率。然后可以在搜索过程中找到的最佳规则显示给用户，以及随附的统计信息。然后，用户可以选择似乎最相关的规则，并且可以对所选规则应用进一步的分析，以获得关于由这些规则提供的信息的进一步的信息。

123. 发明授权

US09244887B2 Computer-implemented systems and methods for efficient structuring of time series data 有权
标题翻译：计算机实现的系统和方法，用于有效地构建时间序列数据
公开(公告)号：US09244887B2
公开(公告)日：2016-01-26
申请号：US13548282
申请日：2012-07-13
申请人： Michael James Leonard , Keith Eugene Crowe , Stacey M. Christian , Jennifer Leigh Sloan Beeman , David Bruce Elsheimer , Edward Tilden Blair
发明人： Michael James Leonard , Keith Eugene Crowe , Stacey M. Christian , Jennifer Leigh Sloan Beeman , David Bruce Elsheimer , Edward Tilden Blair
IPC分类号： G06F17/18 , G06F7/00 , G06F17/30 , G06Q10/04 , G06F11/34
CPC分类号： G06F17/18 , G06F11/3452 , G06F17/30569 , G06Q10/04
摘要： Systems and methods are provided for analyzing through one-pass of unstructured time stamped data of a physical process. A distribution of time-stamped unstructured data is analyzed to identify a plurality of potential hierarchical structures for the unstructured data. A hierarchical analysis of the potential hierarchical structures is performed to determine an optimal frequency and a data sufficiency metric for the potential hierarchical structures. One of the potential hierarchical structures is selected as a selected hierarchical structure based on the data sufficiency metrics. The unstructured data is structured according to the selected hierarchical structure and the optimal frequency associated with the selected hierarchical structure, where said structuring of the unstructured data is performed via a single pass though the unstructured data. The identified statistical analysis of the physical process is performed using the structured data.
摘要翻译：提供了系统和方法，用于通过一次通过物理过程的非结构化时间戳数据进行分析。分析时间戳非结构化数据的分布，以识别非结构化数据的多个潜在分层结构。执行潜在层级结构的层次分析以确定潜在分层结构的最佳频率和数据足够度量。基于数据足够度量，将潜在的层次结构中的一个选择为选定的层次结构。非结构化数据根据所选择的层次结构和与所选择的层次结构相关联的最佳频率来构造，其中所述非结构化数据的构造通过非结构化数据通过单次执行。物理过程的识别统计分析使用结构化数据进行。

124. 发明授权

US09223619B2 Techniques for generating instructions to control database processing 有权
标题翻译：用于生成指令以控制数据库处理的技术
公开(公告)号：US09223619B2
公开(公告)日：2015-12-29
申请号：US14643692
申请日：2015-03-10
申请人： Nancy Rausch , Mike Frost , Adam Michael Ames , Scott Gidley , Chris Watson
发明人： Nancy Rausch , Mike Frost , Adam Michael Ames , Scott Gidley , Chris Watson
IPC分类号： G06F9/46 , G06F17/30 , G06F9/48 , G06F3/0484
CPC分类号： G06F9/4881 , G06F3/04842 , G06F9/4806 , G06F17/30445 , G06F17/30554
摘要： An apparatus includes a task selector to receive an indication of a database task to be performed, wherein the database task includes first and second subtasks; a source selector to receive an indication of a source device to perform the first and second subtasks, and to retrieve from the source device an indication of a processing environment currently available within the source device that includes an identity and version level of a database routine of the specified source device; and an instruction generator to determine a set of languages able to be interpreted by the database routine based on the identity and version level, determine whether to perform the first and second subtasks in parallel based on the processing environment, select a language in which to generate instructions to perform the first subtask based on the determination, and generate and transmit the instructions to the source device.
摘要翻译：一种装置包括任务选择器，用于接收要执行的数据库任务的指示，其中所述数据库任务包括第一和第二子任务; 源选择器，用于接收源设备的指示以执行第一和第二子任务，以及从源设备检索源设备中当前可用的处理环境的指示，其包括数据库例程的身份和版本级别指定的源设备; 以及指令生成器，用于基于所述身份和版本级别来确定能够由所述数据库例程解释的一组语言，基于所述处理环境来确定是否并行地执行所述第一和第二子任务，选择要在其中生成的语言基于确定来执行第一子任务的指令，并且生成并将指令发送到源设备。

125. 发明授权

US09213586B2 Computer-implemented systems for resource level locking without resource level locks 有权
标题翻译：计算机实现的资源级锁定系统，无需资源级锁
公开(公告)号：US09213586B2
公开(公告)日：2015-12-15
申请号：US12406371
申请日：2009-03-18
申请人： Charles Scott Shorb
发明人： Charles Scott Shorb
IPC分类号： G06F9/52
CPC分类号： G06F9/526
摘要： Computer-implemented systems and methods regulate access to a plurality of resources in a pool of resources without requiring individual locks associated with each resource. Access to one of the plurality of resources is requested, where a resource queue for managing threads waiting to access a resource is associated with each of the plurality of resources. A resource queue lock associated with the resource is acquired, where a resource queue lock is associated with multiple resources.
摘要翻译：计算机实现的系统和方法调节对资源池中的多个资源的访问，而不需要与每个资源相关联的单个锁。请求对多个资源之一的访问，其中用于管理等待访问资源的线程的资源队列与多个资源中的每一个相关联。获取与资源相关联的资源队列锁，其中资源队列锁与多个资源相关联。

126. 发明授权

US09202178B2 Computerized cluster analysis framework for decorrelated cluster identification in datasets 有权
标题翻译：数据集中去相关簇识别的计算机集群分析框架
公开(公告)号：US09202178B2
公开(公告)日：2015-12-01
申请号：US14558136
申请日：2014-12-02
申请人： SAS Institute Inc.
发明人： Patrick Hall , Ilknur Kaynar Kabul , Jared Langford Dean , Ralph Abbey , Susan Haller , Jorge Silva
IPC分类号： G06F15/18 , G06N99/00 , G06F17/30 , G06K9/62
CPC分类号： G06F17/30395 , G06F17/18 , G06F17/30312 , G06F17/30554 , G06F17/30595 , G06F17/30598 , G06F17/30716 , G06F17/30958 , G06K9/622 , G06K9/6256 , G06K9/6272 , G06N3/0454 , G06N3/08 , G06N3/088 , G06N5/02 , G06N99/005
摘要： A computing device to automatically cluster a dataset is provided. Data that includes a plurality of observations with a plurality of data points defined for each observation is received. Each data point of the plurality of data points is associated with a variable to define a plurality of variables. A number of clusters into which to segment the received data is repeatedly selected by repeatedly executing a clustering algorithm with the received data. A plurality of sets of clusters is defined based on the repeated execution of the clustering algorithm that resulted in the selected number of clusters. A plurality of composite clusters is defined based on the defined plurality of sets of clusters. The plurality of observations is assigned to the defined plurality of composite clusters using the plurality of data points defined for each observation.
摘要翻译：提供了一种自动聚类数据集的计算设备。接收包括为每个观察点定义的多个数据点的多个观察数据的数据。多个数据点中的每个数据点与变量相关联，以定义多个变量。通过重复执行具有接收数据的聚类算法来重复选择用于分割接收到的数据的多个群集。基于聚类算法的重复执行，定义了多组聚类，导致所选择的聚类数。基于所定义的多组聚类来定义多个复合聚类。使用为每个观察定义的多个数据点将多个观察值分配给定义的多个复合聚类。

127. 发明授权

US09195513B2 Systems and methods for multi-tenancy data processing 有权
标题翻译：用于多租户数据处理的系统和方法
公开(公告)号：US09195513B2
公开(公告)日：2015-11-24
申请号：US13773850
申请日：2013-02-22
申请人： SAS Institute Inc.
发明人： Brian Oneal Miles , Michelle Wilkie
IPC分类号： G06F9/54 , G06F9/50
CPC分类号： G06F9/5083
摘要： System and methods are provided for rotating real time execution of data models using an application instance. Input data are received for real time execution of a plurality of data models. An application instance is assigned for executing the plurality of data models simultaneously. Resources of the application instance are automatically distributed based on a set of rotation factors. The plurality of data models are executed simultaneously using one or more data processors. Execution results for one or more of the plurality of data models are output.
摘要翻译：提供了系统和方法，用于使用应用程序实例旋转数据模型的实时执行。接收输入数据以便多个数据模型的实时执行。分配应用实例以同时执行多个数据模型。基于一组旋转因子自动分配应用程序实例的资源。使用一个或多个数据处理器同时执行多个数据模型。输出多个数据模型中的一个或多个的执行结果。

128. 发明申请

US20150324221A1 TECHNIQUES TO MANAGE VIRTUAL CLASSES FOR STATISTICAL TESTS 审中-公开
标题翻译：管理虚拟类别进行统计测试的技术
公开(公告)号：US20150324221A1
公开(公告)日：2015-11-12
申请号：US14270783
申请日：2014-05-06
申请人： Xilong Chen , Mark Roland Little
发明人： Xilong Chen , Mark Roland Little
IPC分类号： G06F9/46 , H04L29/08 , G06F9/455
CPC分类号： G06F9/46 , G01D21/00 , G06F9/455 , G06F17/17 , G06F17/175 , G06F17/18 , G06F17/30286 , G06F19/00 , H04L67/10
摘要： Techniques to manage virtual classes for statistical tests are described. An apparatus may comprise a simulated data component to generate simulated data for a statistical test, statistics of the statistical test based on parameter vectors to follow a probability distribution, a statistic simulator component to simulate statistics for the parameter vectors from the simulated data with a distributed computing system comprising multiple nodes each having one or more processors capable of executing multiple threads, the simulation to occur by distribution of portions of the simulated data across the multiple nodes of the distributed computing system, and a distributed control engine to control task execution on the distributed portions of the simulated data on each node of the distributed computing system with a virtual software class arranged to coordinate task and sub-task operations across the nodes of the distributed computing system. Other embodiments are described and claimed.
摘要翻译：描述了管理用于统计测试的虚拟类的技术。设备可以包括模拟数据组件以产生用于统计测试的模拟数据，基于参数向量的统计测试的统计量来跟随概率分布，统计仿真器组件来模拟来自具有分布式的模拟数据的参数向量的统计包括多个节点的计算系统，每个节点具有能够执行多个线程的一个或多个处理器，所述仿真通过分布在所述分布式计算系统的所述多个节点上的所述模拟数据的部分进行发生，以及分布式控制引擎，用于控制所述多个节点上的任务执行分布式计算系统的每个节点上的模拟数据的分布部分具有布置成在分布式计算系统的各节点之间协调任务和子任务操作的虚拟软件类。描述和要求保护其他实施例。

129. 发明授权

US09147218B2 Devices for forecasting ratios in hierarchies 有权
标题翻译：用于层次结构中预测比率的设备
公开(公告)号：US09147218B2
公开(公告)日：2015-09-29
申请号：US13786838
申请日：2013-03-06
申请人： SAS Institute Inc.
发明人： Michael James Leonard , Michele Angelo Trovero , David Bruce Elsheimer , Peter Dillman
IPC分类号： G06Q40/06 , G06F17/00
CPC分类号： G06Q40/06 , G06F17/60 , G06Q40/08
摘要： Systems and methods for forecasting ratios in hierarchies are provided. Hierarchies can be formed that have components, including a numerator time series with values from input data, a denominator time series with values from input data, and a ratio time series of the numerator time series over the denominator time series. The components can be modeled to generate forecasted hierarchies. The forecasted hierarchies can be reconciled so that the forecasted hierarchies are statistically consistent throughout nodes of the forecasted hierarchies.
摘要翻译：提供了层次上预测比率的系统和方法。可以形成具有分量的分层，包括具有来自输入数据的值的分子时间序列，来自输入数据的值的分母时间序列以及分母时间序列上的分子时间序列的比率时间序列。可以对组件进行建模以生成预测的层次结构。可以调整预测的层次结构，以便预测的层次结构在预测层次结构的整个节点上统计一致。

130. 发明申请

US20150261573A1 TECHNIQUES FOR GENERATING INSTRUCTIONS TO CONTROL DATABASE PROCESSING 有权
标题翻译：用于生成控制数据库处理指令的技术
公开(公告)号：US20150261573A1
公开(公告)日：2015-09-17
申请号：US14643692
申请日：2015-03-10
申请人： NANCY RAUSCH , MIKE FROST , ADAM MICHAEL AMES , SCOTT GIDLEY , CHRIS WATSON
发明人： NANCY RAUSCH , MIKE FROST , ADAM MICHAEL AMES , SCOTT GIDLEY , CHRIS WATSON
IPC分类号： G06F9/48 , G06F3/0484
CPC分类号： G06F9/4881 , G06F3/04842 , G06F9/4806 , G06F17/30445 , G06F17/30554
摘要： An apparatus includes a task selector to receive an indication of a database task to be performed, wherein the database task includes first and second subtasks; a source selector to receive an indication of a source device to perform the first and second subtasks, and to retrieve from the source device an indication of a processing environment currently available within the source device that includes an identity and version level of a database routine of the specified source device; and an instruction generator to determine a set of languages able to be interpreted by the database routine based on the identity and version level, determine whether to perform the first and second subtasks in parallel based on the processing environment, select a language in which to generate instructions to perform the first subtask based on the determination, and generate and transmit the instructions to the source device.
摘要翻译：一种装置包括任务选择器，用于接收要执行的数据库任务的指示，其中所述数据库任务包括第一和第二子任务; 源选择器，用于接收源设备的指示以执行第一和第二子任务，以及从源设备检索源设备中当前可用的处理环境的指示，其包括数据库例程的身份和版本级别指定的源设备; 以及指令生成器，用于基于所述身份和版本级别来确定能够由所述数据库例程解释的一组语言，基于所述处理环境来确定是否并行地执行所述第一和第二子任务，选择要在其中生成的语言基于确定来执行第一子任务的指令，并且生成并将指令发送到源设备。

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