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1. 发明申请

US20190286792A1 CHEMICAL COMPOUND DISCOVERY USING MACHINE LEARNING TECHNOLOGIES 审中-公开
公开(公告)号：US20190286792A1
公开(公告)日：2019-09-19
申请号：US15920290
申请日：2018-03-13
申请人： International Business Machines Corporation
发明人： Yan Li , Heng Luo , Wendy Dawn Cornell , Ping Zhang
IPC分类号： G06F19/00 , G06F17/18 , G06N5/04 , G06N99/00
摘要： Techniques regarding efficient means for chemical compound discovery are provided. For example, one or more embodiments can regard a system, which can comprise a memory that stores computer executable components and a processor, operably coupled to the memory, that can execute the computer executable components stored in the memory. The computer executable components can comprise a test component that can determine a first parameter value of a tested chemical compound from a plurality of chemical compounds. Additionally, a model component can generate a regression analysis model using a value information analysis. The regression analysis model can regard the plurality of chemical compounds based on the first parameter value. Further, an identification component can identify a preferred chemical compound from the plurality of chemical compounds based on the regression analysis model. A second parameter value of the preferred chemical compound can be greater than a defined threshold.

2. 发明授权

US09609051B2 Method and system of network transfer adaptive optimization in large-scale parallel computing system 有权
公开(公告)号：US09609051B2
公开(公告)日：2017-03-28
申请号：US15140558
申请日：2016-04-28
申请人： International Business Machines Corporation
发明人： Yan Li , Hai Bo Lin , Yue Zhang , Kai Zheng
IPC分类号： G06F15/16 , H04L29/08 , H04L12/24 , G06F11/30 , H04L12/761 , G06F11/34
CPC分类号： H04L67/1004 , G06F11/3006 , G06F11/3017 , G06F11/3065 , G06F11/3433 , H04L41/0896 , H04L41/26 , H04L45/16
摘要： A method and apparatus for performing network transfer adaptive optimization in a computing system. The method includes forming a message to be transferred through the network based on obtained information related to a task executed by computing nodes, wherein the message includes identification of the computing nodes to perform data transfer and corresponding sink nodes, and an amount of data the computing nodes to transfer to the corresponding sink nodes; transferring the message to a network layer; and forming a data transfer pattern for data transfer between the computing nodes and the corresponding sink nodes in accordance with the message.

3. 发明授权

US09417924B2 Scheduling in job execution 有权
标题翻译：调度作业执行
公开(公告)号：US09417924B2
公开(公告)日：2016-08-16
申请号：US14528595
申请日：2014-10-30
申请人： International Business Machines Corporation
发明人： Xiao M. Bao , Guan C. Chen , Qi Guo , Yan Li , Tao Liu , Wen tao Tang
IPC分类号： G06F9/46 , G06F9/50
CPC分类号： G06F9/505 , G06F9/50 , G06F9/5044
摘要： The present invention relates to a method, apparatus, and computer program product for scheduling in job execution. According to embodiments of the present invention, there is provided a method for scheduling a plurality of job slots shared by one or more pre-processors and one or more post-processors in job execution, wherein the data generated by the pre-processor(s) will be fed to the post-processor(s) for processing. The method comprises: determining an overall data generation speed of the pre-processor(s); determining an overall data consumption speed of the post-processor(s); and scheduling allocation of at least one of the job slots between the pre-processor(s) and the post-processor(s) based on the overall data generation speed and the overall data consumption speed. Corresponding apparatus is disclosed as well.
摘要翻译：本发明涉及一种用于在作业执行中进行调度的方法，装置和计算机程序产品。根据本发明的实施例，提供了一种用于在作业执行中调度由一个或多个预处理器和一个或多个后处理器共享的多个作业时隙的方法，其中由预处理器）将被馈送到后处理器进行处理。该方法包括：确定预处理器的总体数据生成速度; 确定后处理器的总体数据消耗速度; 以及基于总体数据生成速度和总体数据消耗速度来调度在预处理器和后处理器之间的至少一个作业时隙的分配。也公开了相应的装置。

4. 发明授权

US09369350B2 Method and system of network transfer adaptive optimization in large-scale parallel computing system 有权
标题翻译：大规模并行计算系统网络传输自适应优化方法与系统
公开(公告)号：US09369350B2
公开(公告)日：2016-06-14
申请号：US13685111
申请日：2012-11-26
申请人： International Business Machines Corporation
发明人： Yan Li , Hai Bo Lin , Yue Zhang , Kai Zheng
IPC分类号： G06F15/16 , H04L12/24 , G06F11/30 , H04L12/761 , G06F11/34
CPC分类号： H04L67/1004 , G06F11/3006 , G06F11/3017 , G06F11/3065 , G06F11/3433 , H04L41/0896 , H04L41/26 , H04L45/16
摘要： A method and system for performing network transfer adaptive optimization in a large-scale parallel computing system. The method of network transfer adaptive optimization includes forming a message to be transferred through the network based on obtained information related to a task executed by computing nodes, wherein the message includes identification information of the computing nodes to perform data transfer and corresponding sink nodes, and an amount of data the computing nodes to transfer to the corresponding sink nodes; transferring the message to a network layer; and forming a new data transfer pattern for data transfer between the computing nodes and the corresponding sink nodes in accordance with the received message.
摘要翻译：一种在大规模并行计算系统中执行网络传输自适应优化的方法和系统。网络传输自适应优化的方法包括基于获得的与计算节点执行的任务相关的信息形成要通过网络传送的消息，其中该消息包括计算节点的识别信息以执行数据传输和相应的宿节点，以及一定数量的计算节点要传输到相应的汇聚节点; 将消息传送到网络层; 以及根据接收到的消息，形成用于计算节点和对应的汇聚节点之间的数据传输的新的数据传输模式。

5. 发明授权

US09569457B2 Data processing method and apparatus for distributed systems 有权
标题翻译：分布式系统的数据处理方法和装置
公开(公告)号：US09569457B2
公开(公告)日：2017-02-14
申请号：US14052826
申请日：2013-10-14
申请人： International Business Machines Corporation
发明人： Guan Cheng Chen , Jian Li , Xin Li , Yan Li , Qiming Teng
IPC分类号： G06F7/00 , G06F17/30 , G06F11/20
CPC分类号： G06F17/30174 , G06F11/2094 , G06F17/30082 , G06F17/30194
摘要： A data processing method for a distributed system, the distributed system comprising a master storage node and multiple slave storage nodes, includes: storing, responsive to a request for writing a data file, multiple replications of the data file on the multiple slave storage nodes, each of the replications being segmented into data blocks of a same size, wherein the sizes of the segmented data blocks of at least two replications are different; and storing distribution information of the multiple replications.
摘要翻译：一种用于分布式系统的数据处理方法，包括主存储节点和多个从存储节点的分布式系统包括：响应于写数据文件的请求，在多个从存储节点上多次复制数据文件，每个复制被分割成相同大小的数据块，其中至少两个复制的分段数据块的大小是不同的; 并存储多个重复的分发信息。

6. 发明申请

US20160210171A1 SCHEDULING IN JOB EXECUTION 有权
公开(公告)号：US20160210171A1
公开(公告)日：2016-07-21
申请号：US15083404
申请日：2016-03-29
申请人： International Business Machines Corporation
发明人： Xiao M. Bao , Guan C. Chen , Qi Guo , Yan Li , Tao Liu , Wen tao Tang
IPC分类号： G06F9/50
CPC分类号： G06F9/505 , G06F9/50 , G06F9/5044
摘要： The present invention relates to a method, apparatus, and computer program product for scheduling in job execution. According to embodiments of the present invention, there is provided a method for scheduling a plurality of job slots shared by one or more pre-processors and one or more post-processors in job execution, wherein the data generated by the pre-processor(s) will be fed to the post-processor(s) for processing. The method comprises: determining an overall data generation speed of the pre-processor(s); determining an overall data consumption speed of the post-processor(s); and scheduling allocation of at least one of the job slots between the pre-processor(s) and the post-processor(s) based on the overall data generation speed and the overall data consumption speed. Corresponding apparatus is disclosed as well.

7. 发明授权

US10083066B2 Processing data by using simultaneous multithreading 有权
公开(公告)号：US10083066B2
公开(公告)日：2018-09-25
申请号：US14288612
申请日：2014-05-28
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Guan Cheng Chen , Qi Guo , Jian Li , Xin Li , Yan Li
IPC分类号： G06F9/50
CPC分类号： G06F9/5083 , G06F2209/508
摘要： A computer implemented method and system for data processing. An example method includes setting at least one SMT preliminary value for at least one operating node; monitoring performance metrics for the at least one operating node set to the at least one SMT preliminary value; and determining a SMT revised value based on performance metrics. An example system includes a memory; a processor communicatively coupled to the memory; and a feature selection module communicatively coupled to the memory and processor. The feature selection module performs a method that includes setting, using a setting device, at least one SMT preliminary value for at least one operating node; monitoring, using a monitoring device, performance metrics for the at least one operating node set to the at least one SMT preliminary value; and determining, using a determining device, a SMT revised value based on performance metrics.

8. 发明申请

US20150121392A1 SCHEDULING IN JOB EXECUTION 有权
标题翻译：作业时间安排
公开(公告)号：US20150121392A1
公开(公告)日：2015-04-30
申请号：US14528595
申请日：2014-10-30
申请人： International Business Machines Corporation
发明人： Xiao M. Bao , Guan C. Chen , Qi Guo , Yan Li , Tao Liu , Wen tao Tang
IPC分类号： G06F9/50
CPC分类号： G06F9/505 , G06F9/50 , G06F9/5044
摘要： The present invention relates to a method, apparatus, and computer program product for scheduling in job execution. According to embodiments of the present invention, there is provided a method for scheduling a plurality of job slots shared by one or more pre-processors and one or more post-processors in job execution, wherein the data generated by the pre-processor(s) will be fed to the post-processor(s) for processing. The method comprises: determining an overall data generation speed of the pre-processor(s); determining an overall data consumption speed of the post-processor(s); and scheduling allocation of at least one of the job slots between the pre-processor(s) and the post-processor(s) based on the overall data generation speed and the overall data consumption speed. Corresponding apparatus is disclosed as well.
摘要翻译：本发明涉及一种用于在作业执行中进行调度的方法，装置和计算机程序产品。根据本发明的实施例，提供了一种用于在作业执行中调度由一个或多个预处理器和一个或多个后处理器共享的多个作业时隙的方法，其中由预处理器）将被馈送到后处理器进行处理。该方法包括：确定预处理器的总体数据生成速度; 确定后处理器的总体数据消耗速度; 以及基于总体数据生成速度和总体数据消耗速度来调度在预处理器和后处理器之间的至少一个作业时隙的分配。也公开了相应的装置。

9. 发明申请

US20140359635A1 PROCESSING DATA BY USING SIMULTANEOUS MULTITHREADING 审中-公开
标题翻译：使用同时多路复用处理数据
公开(公告)号：US20140359635A1
公开(公告)日：2014-12-04
申请号：US14288612
申请日：2014-05-28
申请人： International Business Machines Corporation
发明人： Guan Cheng Chen , Qi Guo , Jian Li , Xin Li , Yan Li
IPC分类号： G06F9/48
CPC分类号： G06F9/5083 , G06F2209/508
摘要： A computer implemented method and system for data processing. The method including: (a) setting at least one SMT preliminary value for at least one operating node; (b) monitoring performance metrics for the at least one operating node set to the at least one SMT preliminary value; and (c) determining a SMT revised value based on performance metrics. The system including: a memory; a processor communicatively coupled to the memory; and a feature selection module communicatively coupled to the memory and processor, wherein the feature selection module is configured to perform steps of a method including: setting, using a setting device, at least one SMT preliminary value for at least one operating node; monitoring, using a monitoring device, performance metrics for the at least one operating node set to the at least one SMT preliminary value; and determining, using a determining device, a SMT revised value based on performance metrics.
摘要翻译：一种用于数据处理的计算机实现方法和系统。该方法包括：（a）为至少一个操作节点设置至少一个SMT初始值; （b）监视设置到所述至少一个SMT初始值的所述至少一个操作节点的性能度量; （c）根据绩效指标确定SMT修订价值。系统包括：存储器; 通信地耦合到所述存储器的处理器; 以及特征选择模块，其通信地耦合到所述存储器和处理器，其中所述特征选择模块被配置为执行方法的步骤，包括：使用设置设备为至少一个操作节点设置至少一个SMT初始值; 监视，使用监视设备，将所述至少一个操作节点的性能度量设置为所述至少一个SMT初始值; 以及基于性能度量确定使用确定装置的SMT修改值。

10. 发明申请

US20140067842A1 INFORMATION PROCESSING METHOD AND APPARATUS 审中-公开
标题翻译：信息处理方法和装置
公开(公告)号：US20140067842A1
公开(公告)日：2014-03-06
申请号：US14014439
申请日：2013-08-30
申请人： International Business Machines Corporation
发明人： Jian Chen , Yan Li , Qiming Teng , Haofeng Zhou
IPC分类号： G06F17/30
CPC分类号： G06F16/24 , G06F16/35 , G06F16/367
摘要： The invention belongs to the field of text information processing, and discloses an information processing method including: acquiring a first text-based chat record; extracting at least two of topics contained in the first chat record; acquiring a second text-based chat record, the second chat record being associated with at least one of the extracted topics; displaying that the first chat record and the second chat record are in an association relationship. The invention also discloses an information processing apparatus. With the information processing method and apparatus disclosed by the invention, text exchange organized by topics can be realized, and efficiency of text-based communication can be improved.
摘要翻译：本发明属于文本信息处理领域，并且公开了一种信息处理方法，包括：获取第一基于文本的聊天记录; 提取包含在第一聊天记录中的主题中的至少两个; 获取第二基于文本的聊天记录，所述第二聊天记录与所提取的主题中的至少一个相关联; 显示第一聊天记录和第二聊天记录处于关联关系。本发明还公开了一种信息处理装置。利用本发明公开的信息处理方法和装置，可以实现按主题组织的文本交换，并且可以提高基于文本的通信的效率。

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