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8 条记录 (耗时 0.018 秒)

    Measure GUI response time
    2.
    发明授权
    Measure GUI response time 有权

    公开(公告)号：US11762939B2

    公开(公告)日：2023-09-19

    申请号：US17411297

    申请日：2021-08-25

    申请人： International Business Machines Corporation

    发明人： Ling Zhuo ,  Pei Pei Liang ,  Lin Yan Wu ,  Li Zhou ,  Yue Yang ,  Yun Bo Zhang ,  Tao Wen

    IPC分类号： G06F40/14 ,  G06F16/957 ,  G06N5/04 ,  G06F18/21 ,  G06F18/22 ,  G06V30/18

    CPC分类号： G06F16/9574 ,  G06F18/21 ,  G06F18/22 ,  G06F40/14 ,  G06N5/04 ,  G06V30/18105

    摘要： An approach is disclosed that determines an amount of time before a webpage is ready to use by a user by performing various actions. The approach captures a recording of the webpage from an invocation of the webpage for a period of time sufficient to load completely load the webpage with the capturing resulting in sequenced image frames. An AI system provides a loading point in the sequenced image frames based on an analysis of the frames input to the trained AI system. Image diversity and saturation measurements are calculated on consecutive image frames from the sequenced image frames resulting in an image change analysis. Native webpage events and times are detected from webpage characteristics gathered from the captured digital recording. The amount of time is then calculated based on the loading point from the AI system, the image change analysis; and the webpage events and their corresponding times.

    Recommending join operations of relational data among tables based on optimization model
    4.
    发明授权
    Recommending join operations of relational data among tables based on optimization model 有权

    公开(公告)号：US12093263B1

    公开(公告)日：2024-09-17

    申请号：US18123473

    申请日：2023-03-20

    申请人： International Business Machines Corporation

    发明人： Yuan Feng ,  Ling Zhuo ,  Qi Min ,  Pei Pei Liang ,  Yue Yang ,  Jun Wang

    IPC分类号： G06F16/2455 ,  G06F11/34 ,  G06F16/242 ,  G06F16/2453

    CPC分类号： G06F16/2456 ,  G06F11/3409 ,  G06F16/2423 ,  G06F16/2453

    摘要： A computer-implemented method, system and computer program product for recommending join operations of relational data among different tables. Relationships between one or more pairs of columns of relational data for one or more pairs of tables are identified by determining the semantic similarity between each pair of columns of relational data. The data content join converge for each of the identified relationships in connection with joining the tables involved in such identified relationships is determined. Furthermore, a join strength (indication of the degree that the relational data in the paired columns match) is calculated for each of the identified relationships based on the semantic similarity and the data content join coverage for such identified relationships. Based on the calculated join strength as well as other factors, a combination optimization algorithm identifies the best join combinations of relational data of the tables among a set of tables.

    RECOMMENDING JOIN OPERATIONS OF RELATIONAL DATA AMONG TABLES BASED ON OPTIMIZATION MODEL
    6.
    发明公开
    RECOMMENDING JOIN OPERATIONS OF RELATIONAL DATA AMONG TABLES BASED ON OPTIMIZATION MODEL 审中-公开

    公开(公告)号：US20240320223A1

    公开(公告)日：2024-09-26

    申请号：US18123473

    申请日：2023-03-20

    申请人： International Business Machines Corporation

    发明人： Yuan Feng ,  Ling Zhuo ,  Qi Min ,  Pei Pei Liang ,  Yue Yang ,  Jun Wang

    IPC分类号： G06F16/2455 ,  G06F11/34 ,  G06F16/242 ,  G06F16/2453

    CPC分类号： G06F16/2456 ,  G06F11/3409 ,  G06F16/2423 ,  G06F16/2453

    摘要： A computer-implemented method, system and computer program product for recommending join operations of relational data among different tables. Relationships between one or more pairs of columns of relational data for one or more pairs of tables are identified by determining the semantic similarity between each pair of columns of relational data. The data content join converge for each of the identified relationships in connection with joining the tables involved in such identified relationships is determined. Furthermore, a join strength (indication of the degree that the relational data in the paired columns match) is calculated for each of the identified relationships based on the semantic similarity and the data content join coverage for such identified relationships. Based on the calculated join strength as well as other factors, a combination optimization algorithm identifies the best join combinations of relational data of the tables among a set of tables.

    MEASURE GUI RESPONSE TIME
    7.
    发明申请
    MEASURE GUI RESPONSE TIME 有权

    公开(公告)号：US20230063608A1

    公开(公告)日：2023-03-02

    申请号：US17411297

    申请日：2021-08-25

    申请人： International Business Machines Corporation

    发明人： Ling Zhuo ,  Pei Pei Liang ,  Lin Yan Wu ,  Li Zhou ,  Yue Yang ,  Yun Bo Zhang ,  Tao Wen

    IPC分类号： G06F16/957 ,  G06N5/04 ,  G06K9/62 ,  G06F40/14 ,  G06K9/46

    摘要： An approach is disclosed that determines an amount of time before a webpage is ready to use by a user by performing various actions. The approach captures a recording of the webpage from an invocation of the webpage for a period of time sufficient to load completely load the webpage with the capturing resulting in sequenced image frames. An AI system provides a loading point in the sequenced image frames based on an analysis of the frames input to the trained AI system. Image diversity and saturation measurements are calculated on consecutive image frames from the sequenced image frames resulting in an image change analysis. Native webpage events and times are detected from webpage characteristics gathered from the captured digital recording. The amount of time is then calculated based on the loading point from the AI system, the image change analysis; and the webpage events and their corresponding times.