EFFICIENT DATABASE MANAGEMENT SYSTEM AND METHOD FOR USE THEREWITH

    公开(公告)号:US20220300472A1

    公开(公告)日:2022-09-22

    申请号:US17652266

    申请日:2022-02-23

    Applicant: Ocient Inc.

    Abstract: A method for execution by a computer of a database management system includes obtaining a dataset that includes a set of data records, where the data set is associated with a set of data characteristics. The method further includes ranking analytical calculations of a list of analytical calculations that are able to be executed on the dataset based on the set of data characteristics and a set of analytical calculation characteristics associated with the list of analytical calculations to produce a ranked list of analytical calculations. The method further includes selecting an analytical calculation from the ranked list of analytical calculations based on the ranking. The method further includes executing the selected analytical calculation on the dataset to produce an analytical calculation result.

    System and method for optimizing large database management systems with multiple optimizers

    公开(公告)号:US11416486B2

    公开(公告)日:2022-08-16

    申请号:US16933174

    申请日:2020-07-20

    Applicant: Ocient Inc.

    Abstract: A large highly parallel database management system includes thousands of nodes storing huge volume of data. The database management system includes multiple query optimizers for determining low cost execution plans for queries. The database management system is adapted to receive a data query. An execution plan generator component of the database management system generates an initial execution plan for the query. The initial execution plan is fed as input to more than one query optimizers. Each optimizer starts with the initial execution plan, generates alternative execution plans, and determines a satisfactory execution plan that incurs the lowest cost. The database management system compares the selected execution plans by the optimizers and selects one with the lowest cost. The multiple query optimizers run in parallel.

    Database management systems for managing data with data confidence

    公开(公告)号:US11334542B2

    公开(公告)日:2022-05-17

    申请号:US16916851

    申请日:2020-06-30

    Applicant: Ocient Inc.

    Abstract: A method for managing data storage and retrieval and operated within a database management system includes determining whether a data confidence value of a data record that is stored or is to be stored in memory of the database management system is less than a data confidence threshold, where the data confidence value includes one or more of an estimate of an accuracy of data within the data record, an estimate of the accuracy of the data record, and an estimate of a reliability level of the data. When the data confidence value is less than the data confidence threshold, the method continues by generating a confidence data record based on the data record and the data confidence value. The method continues by storing the confidence data record in memory of the database management system.

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