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1. 发明申请

US20150254322A1 PERFORMING DATA ANALYTICS UTILIZING A USER CONFIGURABLE GROUP OF REUSABLE MODULES 审中-公开
公开(公告)号：US20150254322A1
公开(公告)日：2015-09-10
申请号：US14197890
申请日：2014-03-05
申请人： International Business Machines Corporation
发明人： Jihong Ma , Shivakumar Vaithyanathan , Haojun Wang , Tian Zhang
IPC分类号： G06F17/30
CPC分类号： G06F9/5066 , G06F16/182
摘要： According to one embodiment of the present invention, a computer-implemented method of performing analytics on a large quantity of data accommodated by an external mass storage device is provided. The analytics may be divided into a set of modules, wherein each module is selectively executed and comprises a script for a parallel processing engine to perform a corresponding atomic operation on the analytics. A user selection is received of one or more modules to perform desired analytics on the large quantity of data from the external mass storage device, and the selected modules execute scripts for the parallel processing engine to perform the corresponding atomic operations of the desired analytics.

2. 发明申请

US20150161288A1 EVALUATING REFERENCE BASED OPERATIONS IN SHARED NOTHING PARALLELISM SYSTEMS 有权
标题翻译：在共享的并行并行系统中评估基于参考的操作
公开(公告)号：US20150161288A1
公开(公告)日：2015-06-11
申请号：US14623494
申请日：2015-02-16
申请人： International Business Machines Corporation
发明人： Anjali Betawadkar-Norwood , Mayank Pradhan , Radhika Reddy , Normen Seemann , Edison L. Ting , Tuong Truong , Tian Zhang
IPC分类号： G06F17/30
CPC分类号： G06F17/30584 , G06F17/30486 , G06F17/30545 , G06F17/30935
摘要： Embodiments are included for methods, systems, and computer program products in which evaluating operations using an electronic computing device are presented including: receiving the operation on a first database partition in a shared nothing parallelism system, where the operation is non-collocated, reference based operation; generating a correlation sequence, where the correlation sequence includes a sequence of references pointing to input data required for the operation; receiving one of the references on a first table queue operator on a second database partition, where the second database partition includes input data corresponding with the received reference, and where the table queue operator is configured for providing communication between the first database partition and the second database partition; and processing the input data on the second database partition corresponding with the operation.
摘要翻译：包括用于方法，系统和计算机程序产品的实施例，其中提出使用电子计算设备的评估操作，包括：在共享无并行系统中的第一数据库分区上接收操作，其中操作是非并置的，基于参考的操作; 生成相关序列，其中所述相关序列包括指向所述操作所需的输入数据的参考序列; 在第二数据库分区上接收关于第一表队列运算符的引用中的一个，其中第二数据库分区包括与所接收的引用相对应的输入数据，并且其中表队列运算符被配置为在第一数据库分区和第二数据库分区之间提供通信数据库分区; 并处理与操作对应的第二数据库分区上的输入数据。

3. 发明授权

US10467060B2 Performing data analytics utilizing a user configurable group of reusable modules 有权
公开(公告)号：US10467060B2
公开(公告)日：2019-11-05
申请号：US14635555
申请日：2015-03-02
申请人： International Business Machines Corporation
发明人： Jihong Ma , Shivakumar Vaithyanathan , Haojun Wang , Tian Zhang
IPC分类号： G06F9/50 , G06F16/182
摘要： According to one embodiment of the present invention, a computer-implemented method of performing analytics on a large quantity of data accommodated by an external mass storage device is provided. The analytics may be divided into a set of modules, wherein each module is selectively executed and comprises a script for a parallel processing engine to perform a corresponding atomic operation on the analytics. A user selection is received of one or more modules to perform desired analytics on the large quantity of data from the external mass storage device, and the selected modules execute scripts for the parallel processing engine to perform the corresponding atomic operations of the desired analytics.

4. 发明申请

US20150254239A1 PERFORMING DATA ANALYTICS UTILIZING A USER CONFIGURABLE GROUP OF REUSABLE MODULES 审中-公开
标题翻译：使用可配置模块的用户可配置组执行数据分析
公开(公告)号：US20150254239A1
公开(公告)日：2015-09-10
申请号：US14635555
申请日：2015-03-02
申请人： International Business Machines Corporation
发明人： Jihong Ma , Shivakumar Vaithyanathan , Haojun Wang , Tian Zhang
IPC分类号： G06F17/30 , G06F3/0484
摘要： According to one embodiment of the present invention, a computer-implemented method of performing analytics on a large quantity of data accommodated by an external mass storage device is provided. The analytics may be divided into a set of modules, wherein each module is selectively executed and comprises a script for a parallel processing engine to perform a corresponding atomic operation on the analytics. A user selection is received of one or more modules to perform desired analytics on the large quantity of data from the external mass storage device, and the selected modules execute scripts for the parallel processing engine to perform the corresponding atomic operations of the desired analytics.
摘要翻译：根据本发明的一个实施例，提供了一种对由外部大容量存储设备容纳的大量数据执行分析的计算机实现的方法。分析可以被分为一组模块，其中每个模块被选择性地执行，并且包括用于并行处理引擎的脚本，用于对分析执行相应的原子操作。接收到一个或多个模块的用户选择以对来自外部大容量存储设备的大量数据执行期望的分析，并且所选择的模块执行并行处理引擎的脚本以执行所需分析的相应的原子操作。

5. 发明授权

US10459767B2 Performing data analytics utilizing a user configurable group of reusable modules 有权
公开(公告)号：US10459767B2
公开(公告)日：2019-10-29
申请号：US14197890
申请日：2014-03-05
申请人： International Business Machines Corporation
发明人： Jihong Ma , Shivakumar Vaithyanathan , Haojun Wang , Tian Zhang
IPC分类号： G06F9/50 , G06F16/182
摘要： According to one embodiment of the present invention, a computer-implemented method of performing analytics on a large quantity of data accommodated by an external mass storage device is provided. The analytics may be divided into a set of modules, wherein each module is selectively executed and comprises a script for a parallel processing engine to perform a corresponding atomic operation on the analytics. A user selection is received of one or more modules to perform desired analytics on the large quantity of data from the external mass storage device, and the selected modules execute scripts for the parallel processing engine to perform the corresponding atomic operations of the desired analytics.

6. 发明授权

US09830374B2 Evaluating reference based operations in shared nothing parallelism systems 有权
公开(公告)号：US09830374B2
公开(公告)日：2017-11-28
申请号：US14623494
申请日：2015-02-16
申请人： International Business Machines Corporation
发明人： Anjali Betawadkar-Norwood , Mayank Pradhan , Radhika Reddy , Normen Seemann , Edison L Ting , Tuong Truong , Tian Zhang
IPC分类号： G06F17/30
CPC分类号： G06F17/30584 , G06F17/30486 , G06F17/30545 , G06F17/30935
摘要： Embodiments are included for methods, systems, and computer program products in which evaluating operations using an electronic computing device are presented including: receiving the operation on a first database partition in a shared nothing parallelism system, where the operation is non-collocated, reference based operation; generating a correlation sequence, where the correlation sequence includes a sequence of references pointing to input data required for the operation; receiving one of the references on a first table queue operator on a second database partition, where the second database partition includes input data corresponding with the received reference, and where the table queue operator is configured for providing communication between the first database partition and the second database partition; and processing the input data on the second database partition corresponding with the operation.

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