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1. 发明申请

WO2011159759A1 DYNAMICALLY LOADING GRAPH-BASED COMPUTATIONS 审中-公开
标题翻译：动态加载图形计算
公开(公告)号：WO2011159759A1
公开(公告)日：2011-12-22
申请号：PCT/US2011/040440
申请日：2011-06-15
申请人： AB INITIO TECHNOLOGY LLC , ATTERBURY, Matthew Darcy , BROMLEY, H. Mark , MESARD, Wayne , POPOV, Arkadi , SCHMIDT, Stephen , STANFILL, Craig W. , WHOLEY, III, Joseph Skeffington
发明人： ATTERBURY, Matthew Darcy , BROMLEY, H. Mark , MESARD, Wayne , POPOV, Arkadi , SCHMIDT, Stephen , STANFILL, Craig W. , WHOLEY, III, Joseph Skeffington
IPC分类号： G06F9/44 , G06F9/445
CPC分类号： G06F9/44521 , G06F9/44536 , G06F9/4494
摘要： Processing data includes: receiving units of work that each include one or more work elements, and processing a first unit of work using a first compiled dataflow graph (160) loaded into a data processing system (100) in response to receiving the first unit of work. The processing includes: analysis to determine a characteristic of the first unit of work; identifying one or more compiled dataflow graphs from graphs stored in a data storage system (107) that include at least some that were compiled for processing a unit of work having the determined characteristic; loading one of the identified compiled dataflow graphs into the data processing system (100) as the first compiled dataflow graph (160); and generating one or more output work elements from at least one work element in the first unit of work.
摘要翻译：处理数据包括：接收工作单元，每个工作单元包括一个或多个工作元件，以及响应于接收到第一单元的第一单元而使用加载到数据处理系统（100）中的第一编译数据流图（160）来处理第一工作单元工作。处理包括：分析确定第一工作单元的特征; 从存储在数据存储系统（107）中的图形中识别一个或多个编译数据流图，所述图形包括至少一些被编译用于处理具有所确定的特征的工作单元的编译数据流图; 将所识别的编译数据流图中的一个加载到数据处理系统（100）中作为第一编译数据流图（160）; 以及从所述第一工作单元中的至少一个工作元件生成一个或多个输出工作元件。

2. 发明申请

WO2011038096A1 PROCESSING TRANSACTIONS IN GRAPH-BASED APPLICATIONS 审中-公开
标题翻译：在基于图形的应用程序中处理交易
公开(公告)号：WO2011038096A1
公开(公告)日：2011-03-31
申请号：PCT/US2010/049966
申请日：2010-09-23
申请人： AB INITIO TECHNOLOGY LLC , DOUROS, Bryan, Phil , ATTERBURY, Matthew, Darcy , STANFILL, Craig, W. , WHOLEY, Joseph, Skeffington, III. , BROMLEY, Mark, H.
发明人： DOUROS, Bryan, Phil , ATTERBURY, Matthew, Darcy , STANFILL, Craig, W. , WHOLEY, Joseph, Skeffington, III. , BROMLEY, Mark, H.
IPC分类号： G06F15/16
CPC分类号： G06F9/466 , G06F9/4494 , G06F11/1474
摘要： A graph-based computation has a plurality of nodes representing graph components connected by one or more links representing data flows between the components. Preparing the computation includes: identifying at least a first set of components to process a plurality of transactions in the computation; and associating with a first transaction a first group of one or more data records and data operations corresponding to the data records, and associating with a second transaction a second group of one or more data records and data operations corresponding to the data records. Executing the computation to process at least the first and second transactions includes delaying execution by the first set of components of a data operation corresponding to an initial data record of the second group until after execution by the first set of components of a data operation corresponding to a final data record of the first group.
摘要翻译：基于图的计算具有多个节点，这些节点表示通过表示组件之间的数据流的一个或多个链接所连接的图组件。准备计算包括：识别至少第一组分量以处理计算中的多个交易; 以及将与所述数据记录对应的第一组一个或多个数据记录和数据操作与第二事务相关联，以及将与所述数据记录对应的第二组一个或多个数据记录和数据操作与第一事务相关联。执行计算以至少处理第一和第二事务包括延迟与第二组的初始数据记录相对应的数据操作的第一组分组的执行，直到第一组分组执行对应于第一组的最终数据记录。

3. 发明申请

WO2011008734A1 FAULT TOLERANT BATCH PROCESSING 审中-公开
标题翻译：容错批处理
公开(公告)号：WO2011008734A1
公开(公告)日：2011-01-20
申请号：PCT/US2010/041791
申请日：2010-07-13
申请人： AB INITIO TECHNOLOGY LLC , DOUROS, Bryan, Phil , ATTERBURY, Matthew, Darcy , WAKELING, Tim
发明人： DOUROS, Bryan, Phil , ATTERBURY, Matthew, Darcy , WAKELING, Tim
IPC分类号： G06F11/00
CPC分类号： G06F9/46 , G06F11/1438 , G06F11/1471
摘要： Processing a batch of input data includes reading the batch including multiple records and passing the batch through a dataflow graph At least one but fewer than all of the graph components includes a checkpoint process for an action performed for each of multiple units of work associated with one or more of the records The checkpoint process includes opening a checkpoint buffer at the start of processing If a result from performing the action for a unit of work was previously saved in the checkpoint buffer, the saved result is used to complete processing of the unit of work without performing the action again If a result from performing the action for the unit of work is not saved in the checkpoint buffer, the action is performed to complete processing of the unit of work and the result from performing the action is saved in the checkpoint buffer.
摘要翻译：处理一批输入数据包括读取包含多个记录的批次，并通过数据流图传递批次至少一个但少于所有图形组件包括针对与一个相关联的多个工作单元中的每一个执行的操作的检查点过程或更多记录检查点过程包括在处理开始时打开检查点缓冲区如果执行工作单元的操作的结果先前保存在检查点缓冲区中，则保存的结果将用于完成单元的处理无需再次执行操作如果执行工作单元的操作的结果未保存在检查点缓冲区中，则执行操作以完成对工作单元的处理，并且执行操作的结果将保存在检查点中缓冲。

4. 发明申请

WO2011159759A4 DYNAMICALLY LOADING GRAPH-BASED COMPUTATIONS 审中-公开
标题翻译：动态加载图形计算
公开(公告)号：WO2011159759A4
公开(公告)日：2012-03-01
申请号：PCT/US2011040440
申请日：2011-06-15
申请人： AB INITIO TECHNOLOGY LLC , ATTERBURY MATTHEW DARCY , BROMLEY H MARK , MESARD WAYNE , POPOV ARKADI , SCHMIDT STEPHEN , STANFILL CRAIG W , WHOLEY III JOSEPH SKEFFINGTON
发明人： ATTERBURY MATTHEW DARCY , BROMLEY H MARK , MESARD WAYNE , POPOV ARKADI , SCHMIDT STEPHEN , STANFILL CRAIG W , WHOLEY III JOSEPH SKEFFINGTON
IPC分类号： G06F9/44 , G06F9/445
CPC分类号： G06F9/44521 , G06F9/4436 , G06F9/44536
摘要： Processing data includes: receiving units of work that each include one or more work elements, and processing a first unit of work using a first compiled dataflow graph (160) loaded into a data processing system (100) in response to receiving the first unit of work. The processing includes: analysis to determine a characteristic of the first unit of work; identifying one or more compiled dataflow graphs from graphs stored in a data storage system (107) that include at least some that were compiled for processing a unit of work having the determined characteristic; loading one of the identified compiled dataflow graphs into the data processing system (100) as the first compiled dataflow graph (160); and generating one or more output work elements from at least one work element in the first unit of work.
摘要翻译：处理数据包括：接收工作单元，每个工作单元包括一个或多个工作元件，以及响应于接收到第一单元的第一单元而使用加载到数据处理系统（100）中的第一编译数据流图（160）来处理第一工作单元工作。处理包括：分析确定第一工作单元的特征; 从存储在数据存储系统（107）中的图形中识别一个或多个编译数据流图，所述图形包括至少一些被编译用于处理具有所确定的特征的工作单元的编译数据流图; 将所识别的编译数据流图中的一个加载到数据处理系统（100）中作为第一编译数据流图（160）; 以及从所述第一工作单元中的至少一个工作元件生成一个或多个输出工作元件。

5. 发明申请

WO2011038096A8 PROCESSING TRANSACTIONS IN GRAPH-BASED APPLICATIONS 审中-公开
标题翻译：基于图形应用程序的处理交易
公开(公告)号：WO2011038096A8
公开(公告)日：2011-06-23
申请号：PCT/US2010049966
申请日：2010-09-23
申请人： AB INITIO TECHNOLOGY LLC , DOUROS BRYAN PHIL , ATTERBURY MATTHEW DARCY , STANFILL CRAIG W , WHOLEY JOSEPH SKEFFINGTON III , BROMLEY H MARK
发明人： DOUROS BRYAN PHIL , ATTERBURY MATTHEW DARCY , STANFILL CRAIG W , WHOLEY JOSEPH SKEFFINGTON III , BROMLEY H MARK
IPC分类号： G06F15/16
CPC分类号： G06F9/466 , G06F9/4436 , G06F11/1474
摘要： A graph-based computation has a plurality of nodes representing graph components connected by one or more links representing data flows between the components. Preparing the computation includes: identifying at least a first set of components to process a plurality of transactions in the computation; and associating with a first transaction a first group of one or more data records and data operations corresponding to the data records, and associating with a second transaction a second group of one or more data records and data operations corresponding to the data records. Executing the computation to process at least the first and second transactions includes delaying execution by the first set of components of a data operation corresponding to an initial data record of the second group until after execution by the first set of components of a data operation corresponding to a final data record of the first group.
摘要翻译：基于图的计算具有表示由一个或多个链接连接的图形组件的多个节点，表示组件之间的数据流。准备计算包括：识别至少第一组组件以处理计算中的多个事务; 以及将与所述数据记录相对应的一个或多个数据记录和数据操作的第一组与第一事务相关联，并且与第二事务相关联的第二组一个或多个数据记录和对应于所述数据记录的数据操作。执行所述计算以至少处理所述第一和第二事务包括延迟与所述第二组的初始数据记录相对应的数据操作的所述第一组分组的执行，直到由所述第二组的数据操作的所述第一组分组执行第一组的最终数据记录。

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