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1. 发明授权

US09971828B2 Document tagging and retrieval using per-subject dictionaries including subject-determining-power scores for entries 有权
公开(公告)号：US09971828B2
公开(公告)日：2018-05-15
申请号：US14887495
申请日：2015-10-20
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Anne Elizabeth Gattiker , Fadi H. Gebara , Anthony N. Hylick , Rouwaida N. Kanj , Jian Li
IPC分类号： G06F17/30 , G06F17/27
CPC分类号： G06F17/30616 , G06F17/2735 , G06F17/30011 , G06F17/30424
摘要： Techniques for managing big data include tagging of documents and subsequent retrieval using per-subject dictionaries having entries with subject-determining-power scores. The subject-determining-power scores provide an indication of the descriptive power of the term with respect to the subject of the dictionary containing the term. The same term may have entries in multiple dictionaries with different subject-determining-power scores in each of the dictionaries. A retrieval request for one or more documents containing search terms descriptive of the one or more documents can be processed identifying a set of candidate documents tagged with subjects and optional terms, and then applying subject-determining-power scores from the multiple dictionaries for the search term to determine a subject for the search term. The method then selects the one or more documents from the candidate documents according to the subject.

2. 发明授权

US09438269B1 Accelerating codeset conversion in a computing environment 有权
标题翻译：在计算环境中加速代码集转换
公开(公告)号：US09438269B1
公开(公告)日：2016-09-06
申请号：US14842868
申请日：2015-09-02
申请人： International Business Machines Corporation
发明人： Jian Li , Zhuo Li , Su Liu , Shunguo Yan
IPC分类号： H03M7/00 , H03M7/02 , H04L29/08 , H03M7/28
CPC分类号： H03M7/02 , H03M7/14 , H03M7/28
摘要： A method for accelerating codeset conversion in a computing environment is provided. The method may include, among other things, receiving one or more requests for codeset conversion. The one or more requests may be received, for example, from a client over a communications network. A change in the one or more requests for codeset conversion may be detected. In response to detecting the change, a subset of codeset converters may be selected from among a library of codeset converters to be included in a codeset conversion accelerator. The codeset conversion accelerator may be, among other things, reprogrammed with selected subset of codeset converters. The one or more received requests may be subsequently rerouted to the reprogrammed codeset conversion accelerator.
摘要翻译：提供了一种用于在计算环境中加速代码集转换的方法。除了别的以外，该方法可以包括接收一个或多个代码集转换请求。一个或多个请求可以例如通过通信网络从客户端接收。可以检测到一个或多个代码集转换请求的改变。响应于检测到变化，可以从要包括在代码集转换加速器中的代码集转换器库中选择代码集转换器的子集。除了别的以外，代码集转换加速器可以用选择的代码集转换器子集重新编程。一个或多个接收的请求可以随后被重新路由到重新编程的代码集转换加速器。

3. 发明申请

US20160041975A1 DOCUMENT TAGGING AND RETRIEVAL USING PER-SUBJECT DICTIONARIES INCLUDING SUBJECT-DETERMINING-POWER SCORES FOR ENTRIES 有权
标题翻译：使用包含用于入门的主体确定功率的主题词语的文档标记和检索
公开(公告)号：US20160041975A1
公开(公告)日：2016-02-11
申请号：US14887495
申请日：2015-10-20
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Anne Elizabeth Gattiker , Fadi H. Gebara , Anthony N. Hylick , Rouwaida N. Kanj , Jian Li
IPC分类号： G06F17/30 , G06F17/27
CPC分类号： G06F17/30616 , G06F17/2735 , G06F17/30011 , G06F17/30424
摘要： Techniques for managing big data include tagging of documents and subsequent retrieval using per-subject dictionaries having entries with subject-determining-power scores. The subject-determining-power scores provide an indication of the descriptive power of the term with respect to the subject of the dictionary containing the term. The same term may have entries in multiple dictionaries with different subject-determining-power scores in each of the dictionaries. A retrieval request for one or more documents containing search terms descriptive of the one or more documents can be processed identifying a set of candidate documents tagged with subjects and optional terms, and then applying subject-determining-power scores from the multiple dictionaries for the search term to determine a subject for the search term. The method then selects the one or more documents from the candidate documents according to the subject.
摘要翻译：用于管理大数据的技术包括使用具有主题确定能力分数的条目的每个主题词典来标记文档和随后的检索。受试者决定力分数提供关于包含该术语的词典的主题的术语的描述力的指示。同一术语可能在多个词典中具有不同的词典确定能力得分的条目。可以对包含描述一个或多个文档的搜索项的一个或多个文档的检索请求进行处理，以识别标记有主题和可选项的候选文本集合，然后从多个字典中应用主题确定权力分数进行搜索以确定搜索词的主题。然后，该方法根据对象从候选文档中选择一个或多个文档。

4. 发明申请

US20140122429A1 DATA PROCESSING METHOD AND APPARATUS FOR DISTRIBUTED SYSTEMS 有权
标题翻译：数据处理方法和分布式系统的设备
公开(公告)号：US20140122429A1
公开(公告)日：2014-05-01
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： G06F17/30
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。

5. 发明授权

US10198693B2 Method of effective driving behavior extraction using deep learning 有权
公开(公告)号：US10198693B2
公开(公告)日：2019-02-05
申请号：US15332407
申请日：2016-10-24
申请人： International Business Machines Corporation
发明人： Wei Shan Dong , Peng Gao , Jian Li , Chang Sheng Li , Wen Han Luo , Chun Yang Ma , Renjie Yao , Ting Yuan , Jun Zhu
IPC分类号： G06N3/08 , B60W40/08 , B60W50/06 , G01S19/42 , G01S19/14 , G06N3/04
摘要： Systems and methods for obtaining vehicle operational data and driving context data from one or more monitoring systems, including converting the obtained vehicle operational data and driving context data into sequential vehicle operational feature data and sequential driving context feature data, calibrating the sequential vehicle operational feature data and the sequential driving context feature data temporally to form calibrated sequential vehicle operational feature data and calibrated sequential driving context feature data, constructing a sequence table of temporal sample points based on the calibrated sequential vehicle operational feature data and the calibrated sequential driving context feature data, feeding the sequence table into a deep neural network model for applying network learning to form a trained deep neural network model, extracting driving behavior features from the trained deep neural network model and analyzing the extracted driving behavior features to determine driving behavior characteristics of the driver.

6. 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.

7. 发明授权

US09400735B2 Defect analysis system for error impact reduction 有权
标题翻译：缺陷分析系统降低误差
公开(公告)号：US09400735B2
公开(公告)日：2016-07-26
申请号：US14809395
申请日：2015-07-27
申请人： International Business Machines Corporation
发明人： Wei Huang , Jian Li , Su Liu , Shunguo Yan
IPC分类号： G06F11/00 , G06F11/36 , G06F11/07 , G06F9/44
CPC分类号： G06F11/3612 , G06F8/71 , G06F11/0721 , G06F11/079 , G06F11/362 , G06F11/366
摘要： A first set of data associated with a plurality of data sources is analyzed to determine a plurality of relationships among the first set of data. First rules are generated first rules based, at least in part, on the first set of data, wherein a first of the first rules indicates a first software defect and a cause of the first software defect, wherein a second of the first rules indicates a solution to the first software defect. Determining that the solution to the first software defect is a possible solution to a second software defect is made based, at least in part, on the first and second of the first rules. An indication that first set of data has been modified is received. A relationship between the first set of data and a second set of data associated with the plurality of data sources is determined.
摘要翻译：分析与多个数据源相关联的第一组数据以确定第一组数据之间的多个关系。至少部分地基于第一组数据生成第一规则，其中第一规则中的第一规则指示第一软件缺陷和第一软件缺陷的原因，其中第一规则中的第二规则指示解决第一个软件缺陷。确定第一个软件缺陷的解决方案是第二个软件缺陷的可能解决方案，至少部分地基于第一和第二个第一规则。接收到第一组数据被修改的指示。确定第一组数据与与多个数据源相关联的第二组数据之间的关系。

8. 发明授权

US09195566B2 Defect analysis system for error impact reduction 有权
标题翻译：缺陷分析系统降低误差
公开(公告)号：US09195566B2
公开(公告)日：2015-11-24
申请号：US13740890
申请日：2013-01-14
申请人： International Business Machines Corporation
发明人： Wei Huang , Jian Li , Su Liu , Shunguo Yan
IPC分类号： G06F11/00 , G06F11/36
CPC分类号： G06F11/3612 , G06F8/71 , G06F11/0721 , G06F11/079 , G06F11/362 , G06F11/366
摘要： An apparatus includes a network interface, memory, and a processor. The processor is coupled with the network interface and memory. The processor is configured to analyze a first set of data associated with a plurality of data sources. Analyzing the first set of data associated with the plurality of data sources determines a plurality of relationships among the first set of data. The processor is configured to store indications of the plurality of relationships among the first set of data. An indication of a relationship indicates a possible software defect. The processor is configured to generate rules based, at least in part, on the first set of data associated with a plurality of data sources. A rule indicates a possible software defect.
摘要翻译：一种装置包括网络接口，存储器和处理器。处理器与网络接口和存储器耦合。处理器被配置为分析与多个数据源相关联的第一组数据。分析与多个数据源相关联的第一组数据确定第一组数据之间的多个关系。处理器被配置为存储第一组数据中的多个关系的指示。关系的指示表示可能的软件缺陷。处理器被配置为至少部分地基于与多个数据源相关联的第一组数据来生成规则。规则表示可能的软件缺陷。

9. 发明申请

US20150331780A1 DEFECT ANALYSIS SYSTEM FOR ERROR IMPACT REDUCTION 有权
标题翻译：用于错误影响减少的缺陷分析系统
公开(公告)号：US20150331780A1
公开(公告)日：2015-11-19
申请号：US14809395
申请日：2015-07-27
申请人： International Business Machines Corporation
发明人： Wei Huang , Jian Li , Su Liu , Shunguo Yan
IPC分类号： G06F11/36
CPC分类号： G06F11/3612 , G06F8/71 , G06F11/0721 , G06F11/079 , G06F11/362 , G06F11/366
摘要： A first set of data associated with a plurality of data sources is analyzed to determine a plurality of relationships among the first set of data. First rules are generated first rules based, at least in part, on the first set of data, wherein a first of the first rules indicates a first software defect and a cause of the first software defect, wherein a second of the first rules indicates a solution to the first software defect. Determining that the solution to the first software detect is a possible solution to a second software defect is made based, at least in part, on the first and second of the first rules. An indication that first set of data has been modified is received. A relationship between the first set of data and a second set of data associated with the plurality of data sources is determined.
摘要翻译：分析与多个数据源相关联的第一组数据以确定第一组数据之间的多个关系。至少部分地基于第一组数据生成第一规则，其中第一规则中的第一规则指示第一软件缺陷和第一软件缺陷的原因，其中第一规则中的第二规则指示解决第一个软件缺陷。确定第一软件检测的解决方案是对第二软件缺陷的可能解决方案，至少部分地基于第一和第二规则。接收到第一组数据被修改的指示。确定第一组数据与与多个数据源相关联的第二组数据之间的关系。

10. 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。

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