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    • 1. 发明授权
    • Star and snowflake schemas in extract, transform, load processes
    • 星和雪花图案在提取,转换,加载过程中
    • US09323815B2
    • 2016-04-26
    • US13618282
    • 2012-09-14
    • Manish A. BhideSrinivas Kiran MittapalliSriram Padmanabhan
    • Manish A. BhideSrinivas Kiran MittapalliSriram Padmanabhan
    • G06F17/30
    • G06F17/30563G06F17/30589G06F17/30592
    • A computer-implemented method, computer program product and a system for supporting star and snowflake data schemas for use with an Extract, Transform, Load (ETL) process, comprising selecting a data source comprising dimensional data, where the dimensional data comprises at least one source table comprising at least one source column, importing a data model for the dimensional data into a data integration system, analyzing the imported data model to select a star or snowflake target data schema comprising target dimensions and target facts, generating a meta-model representation by mapping at least one source table or source column to each target fact and target dimension, automatically converting the meta-model representation into one or more ETL jobs, and executing the ETL jobs to extract the dimensional data from the data source and loading the dimensional data into the selected target data schema in a target data system.
    • 一种计算机实现的方法,计算机程序产品和用于支持用于与提取,变换,加载(ETL)过程一起使用的星形和雪花数据模式的系统,包括选择包括尺寸数据的数据源,其中所述维数据包括至少一个 源表包括至少一个源列,将维数据的数据模型导入数据集成系统,分析导入的数据模型以选择包括目标维度和目标事实的星形或雪花目标数据模式,生成元模型表示 通过将至少一个源表或源列映射到每个目标事实和目标维度,将元模型表示自动转换为一个或多个ETL作业,以及执行ETL作业以从数据源提取尺寸数据并加载维度 数据到目标数据系统中的所选目标数据模式。
    • 5. 发明申请
    • SLOWLY CHANGING DIMENSION ATTRIBUTES IN EXTRACT, TRANSFORM, LOAD PROCESSES
    • 在提取,变换,加载过程中快速更改尺寸属性
    • US20130124453A1
    • 2013-05-16
    • US13293196
    • 2011-11-10
    • Manish A. BhideSrinivas Kiran MittapalliSriram K. Padmanabhan
    • Manish A. BhideSrinivas Kiran MittapalliSriram K. Padmanabhan
    • G06F17/30
    • G06F17/30563
    • A computer-implemented method, computer program product and a system for identifying and handling slowly changing dimension (SCD) attributes for use with an Extract, Transform, Load (ETL) process, comprising importing a data model for dimensional data into a data integration system, where the dimensional data comprises a plurality of attributes, identifying via a data discovery analyzer one or more attributes in the data model as SCD attributes, importing the identified SCD attributes into the data integration system, selecting a data source comprising dimensional data, automatically generating an ETL job for the dimensional data utilizing the imported SCD attributes, and executing the automatically generated ETL to extract the dimensional data from the data source and loading the dimensional data into the imported SCD attributes in a target data system.
    • 一种计算机实现的方法,计算机程序产品和用于识别和处理与提取,变换,加载(ETL)过程一起使用的缓慢变化的维度(SCD)属性的系统,包括将维数据的数据模型导入数据集成系统 其中尺寸数据包括多个属性,通过数据发现分析器将数据模型中的一个或多个属性识别为SCD属性,将所识别的SCD属性导入到数据集成系统中,选择包括尺寸数据的数据源,自动生成 用于使用导入的SCD属性的维数据的ETL作业,以及执行自动生成的ETL以从数据源提取尺寸数据,并将维数据加载到目标数据系统中的导入的SCD属性中。
    • 6. 发明申请
    • Smarter Business Intelligence Systems
    • 更聪明的商业智能系统
    • US20120191636A1
    • 2012-07-26
    • US13012554
    • 2011-01-24
    • Sumit NegiManish A. BhideVishal S. BatraGovind Kothari
    • Sumit NegiManish A. BhideVishal S. BatraGovind Kothari
    • G06N5/02
    • G06F17/27G06Q10/00
    • An embodiment of the invention provides a method and system for analyzing a plurality of reports. More specifically, a change detection module predicts results of future reports based on past reports and identifies a first report that deviates from its predicted results. A dependency analysis module connected to the change detection module at least one report sharing a dependency with the first report by performing a dependency analysis and/or a usage analysis. The dependency analysis labels the first report and at least one second report as sharing a dependency if the second report deviates from its predicted results. The usage analysis labeling the first report and at least one report analyzed by an analyst as sharing a dependency if the report analyzed by the analyst is analyzed in response to the identification of the first report.
    • 本发明的实施例提供了一种用于分析多个报告的方法和系统。 更具体地,变更检测模块基于过去的报告预测未来报告的结果,并且识别偏离其预测结果的第一报告。 依赖关系分析模块,通过执行依赖性分析和/或使用分析,将与所述第一报告共享依赖性的至少一个报告连接到所述变更检测模块。 如果第二个报告偏离其预测结果,依赖关系分析将第一个报告和至少一个第二个报告标记为共享依赖关系。 如果对分析师分析的报告进行了分析,则分析了第一次报告的标签使用情况分析,以及分析员分析的至少一份报告,以分析依赖关系,以响应第一份报告的识别。
    • 8. 发明授权
    • Crowd sourced, content aware smarter television systems
    • 人群来源,内容感知更智能的电视系统
    • US08689250B2
    • 2014-04-01
    • US13537765
    • 2012-06-29
    • Manish A. BhideNithinkrishna ShenoySrinivas K. Mittapalli
    • Manish A. BhideNithinkrishna ShenoySrinivas K. Mittapalli
    • H04N7/16H04N21/454H04N21/84H04N21/482
    • H04N21/454H04N21/25891H04N21/266H04N21/2665H04N21/4542H04N21/4756H04N21/482H04N21/6543H04N21/6582H04N21/84
    • Method, system, and computer program product for performing an operation, the operation including broadcasting one or more media streams to one or more remote devices, the remote devices configured to provide feedback related to the one or more media streams, the remote devices configured to display a media stream on a television coupled to the remote device. The operation then aggregates, based on a predefined aggregation criterion, feedback received from the remote devices related to a first media stream. The operation then, upon determining that the aggregated feedback of the first media stream exceeds a predefined threshold for the predefined aggregation criterion, marks the first media stream based on the predefined aggregation criterion, the remote devices configured to, responsive to receiving the marked first media stream, perform a predefined operation to effect prioritized display of the first media stream on the television.
    • 用于执行操作的方法,系统和计算机程序产品,所述操作包括将一个或多个媒体流广播到一个或多个远程设备,所述远程设备被配置为提供与所述一个或多个媒体流相关的反馈,所述远程设备被配置为 在连接到远程设备的电视上显示媒体流。 然后,操作基于预定义的聚合标准聚合从与第一媒体流相关的远程设备接收到的反馈。 然后,在确定第一媒体流的聚合反馈超过预定义聚合标准的预定阈值之后,操作基于预定义的聚合标准来标记第一媒体流,所述远程设备被配置为响应于接收到标记的第一媒体 流,执行预定义的操作以实现电视上的第一媒体流的优先显示。
    • 9. 发明申请
    • CROWD SOURCED, CONTENT AWARE SMARTER TELEVISION SYSTEMS
    • CROWD SOVERCED,内容小巧的电视系统
    • US20140007150A1
    • 2014-01-02
    • US13537765
    • 2012-06-29
    • Manish A. BhideSrinivas K. MittapalliNithinkrishna Shenoy
    • Manish A. BhideSrinivas K. MittapalliNithinkrishna Shenoy
    • H04N21/24
    • H04N21/454H04N21/25891H04N21/266H04N21/2665H04N21/4542H04N21/4756H04N21/482H04N21/6543H04N21/6582H04N21/84
    • Method, system, and computer program product for performing an operation, the operation including broadcasting one or more media streams to one or more remote devices, the remote devices configured to provide feedback related to the one or more media streams, the remote devices configured to display a media stream on a television coupled to the remote device. The operation then aggregates, based on a predefined aggregation criterion, feedback received from the remote devices related to a first media stream. The operation then, upon determining that the aggregated feedback of the first media stream exceeds a predefined threshold for the predefined aggregation criterion, marks the first media stream based on the predefined aggregation criterion, the remote devices configured to, responsive to receiving the marked first media stream, perform a predefined operation to effect prioritized display of the first media stream on the television.
    • 用于执行操作的方法,系统和计算机程序产品,所述操作包括将一个或多个媒体流广播到一个或多个远程设备,所述远程设备被配置为提供与所述一个或多个媒体流相关的反馈,所述远程设备被配置为 在连接到远程设备的电视上显示媒体流。 然后,操作基于预定义的聚合标准聚合从与第一媒体流相关的远程设备接收到的反馈。 然后,在确定第一媒体流的聚合反馈超过预定义聚合标准的预定阈值之后,操作基于预定义的聚合标准来标记第一媒体流,所述远程设备被配置为响应于接收到标记的第一媒体 流,执行预定义的操作以实现电视上的第一媒体流的优先显示。