COMPUTER SYSTEM, LEARNING METHOD, AND PROGRAM

    公开(公告)号:US20210125103A1

    公开(公告)日:2021-04-29

    申请号:US17071025

    申请日:2020-10-15

    申请人: Hitachi, Ltd.

    IPC分类号: G06N20/00 G06K9/62 G06F11/34

    摘要: A computer system executing a learning process for generating a model includes: a computer having calculation cores; and a learning section. The learning section acquires performance information indicating performance characteristics of the calculation cores executing a positive sample calculation and the calculation cores executing a negative sample calculation, computes a maximum value of the number of negative samples in the negative sample calculation on the basis of the performance information, determines the number of the negative samples based on the maximum value, and generates the model by causing at least one of the calculation cores to execute the positive sample calculation using a predetermined number of pieces of training data to serve as positive samples in the training data, and by causing at least one of the calculation cores to execute the negative sample calculation using the determined number of the negative samples randomly selected from the training data.

    REFLECTION CREATION SYSTEM, REFLECTION CREATION METHOD, AND REFLECTION CREATION PROGRAM

    公开(公告)号:US20220405283A1

    公开(公告)日:2022-12-22

    申请号:US17698434

    申请日:2022-03-18

    申请人: Hitachi, Ltd.

    IPC分类号: G06F16/2453 G06F16/242

    摘要: A reflection creation system 1 includes a storage device 3 that holds a history 24 of reflections and an arithmetic device 2 that selects, from the history, a query whose reflection creation source is different from that of a new query for reflection creation among queries related to a past reflection having a same content as that of a reflection represented by the new query, based on the content of the reflection, and creates a reflection based on the selected query of the past reflection.

    DATA SEARCH SYSTEM AND DATA SEARCH METHOD

    公开(公告)号:US20220358090A1

    公开(公告)日:2022-11-10

    申请号:US17692993

    申请日:2022-03-11

    申请人: Hitachi, Ltd.

    IPC分类号: G06F16/14 G06F16/16 G06F16/13

    摘要: A data search system includes an agent server that includes a storage and stores data in the storage, and a host server that manages tag management information in which a tag as a term for searching the data and a storage as a storage location of the data are associated with the data, receives a query including a search designation tag, and acquires data associated with the search designation tag from the storage location of the data by referring to the tag management information and responds to the query. The host server continuously updates the tag management information according to content and the storage location of the data.