SYSTEM AND METHOD FOR AUTOMATED CATALOGING AND BUILDING MACHINE LEARNING MODELS

    公开(公告)号:US20230385653A1

    公开(公告)日:2023-11-30

    申请号:US17752203

    申请日:2022-05-24

    IPC分类号: G06N3/12 G06N20/00

    CPC分类号: G06N3/123 G06N20/00

    摘要: Aspects of the subject disclosure may include, for example, a device having a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, including: selecting a first building block pattern function (bbDNA) having a first weight from a catalog, wherein the first bbDNA is based on a first mature pattern reaching a first bbDNA frequency threshold, wherein the first bbDNA is associated with at least one machine learning (ML) model of a plurality of ML models; selecting a second bbDNA having a second weight from the catalog, wherein the second bbDNA is associated with at least one ML model in the plurality of ML models; and creating a new ML model based on a combination of the first bbDNA and the second bbDNA. Other embodiments are disclosed.

    MECHANIZED MODIFY/ADD/CREATE/DELETE FOR NETWORK CONFIGURATION

    公开(公告)号:US20230155888A1

    公开(公告)日:2023-05-18

    申请号:US18156741

    申请日:2023-01-19

    摘要: Techniques for mechanized modify/add/create/delete (MACD) for network configuration are provided. A method can include creating a data object from input data relating to a requested change to a target network configuration, the data object comprising a first parameter indicating a type of the requested change and a second parameter identifying the target network configuration; retrieving, from a repository according to a group of logical rules, executable instructions associated with the type of the requested change, as given by the first parameter of the data object, and the target network configuration, as given by the second parameter of the data object; and performing, further according to the group of logical rules, the requested change to the target network configuration, the performing of the requested change comprising executing the executable instructions retrieved from the repository.

    NETWORK RESILIENCY AND IMPACT COORDINATION
    5.
    发明公开

    公开(公告)号:US20240113934A1

    公开(公告)日:2024-04-04

    申请号:US18522463

    申请日:2023-11-29

    摘要: Aspects of the subject disclosure may include, for example, monitoring status of a network configured to provide end-to-end delivery of services to priority user equipment authorized according to a prioritized class of service and other user equipment not authorized for the prioritized class of service. The prioritized class of service extends a reserved network capacity for end-to-end delivery of a service via first domain including first network slices and a second domain including second network slices. A network interruption compromising the reserved capacity is determined based on the monitored status and integration of an alternate group of slices into one of the first network domain, the second network domain, or both to replace the compromised group of slices, is orchestrated. Integration of the alternate group of slices restores reserved network capacity according to the prioritized class of service. Other embodiments are disclosed.

    INHERITED MACHINE LEARNING MODEL
    7.
    发明申请

    公开(公告)号:US20220336053A1

    公开(公告)日:2022-10-20

    申请号:US17232771

    申请日:2021-04-16

    IPC分类号: G16B40/00 G06N20/20

    摘要: Methods, systems, and apparatuses, among other things, may provide for an interactive dynamic mapping engine (iDME) for business intelligence, which may interactively obtain information for users from sources and schema unknown to the users. As a further evolution of the disclosed subject matter, there may be an identification of core characteristics of an iDME ML model and these characteristics may be made inheritable as a standalone entity by itself, also referred herein as an inherited machine learning model.

    Mechanized modify/add/create/delete for network configuration

    公开(公告)号:US12034594B2

    公开(公告)日:2024-07-09

    申请号:US18156741

    申请日:2023-01-19

    摘要: Techniques for mechanized modify/add/create/delete (MACD) for network configuration are provided. A method can include creating a data object from input data relating to a requested change to a target network configuration, the data object comprising a first parameter indicating a type of the requested change and a second parameter identifying the target network configuration; retrieving, from a repository according to a group of logical rules, executable instructions associated with the type of the requested change, as given by the first parameter of the data object, and the target network configuration, as given by the second parameter of the data object; and performing, further according to the group of logical rules, the requested change to the target network configuration, the performing of the requested change comprising executing the executable instructions retrieved from the repository.

    Mechanized modify/add/create/delete for network configuration

    公开(公告)号:US11582098B1

    公开(公告)日:2023-02-14

    申请号:US17454153

    申请日:2021-11-09

    摘要: Techniques for mechanized modify/add/create/delete (MACD) for network configuration are provided. A method can include creating a data object from input data relating to a requested change to a target network configuration, the data object comprising a first parameter indicating a type of the requested change and a second parameter identifying the target network configuration; retrieving, from a repository according to a group of logical rules, executable instructions associated with the type of the requested change, as given by the first parameter of the data object, and the target network configuration, as given by the second parameter of the data object; and performing, further according to the group of logical rules, the requested change to the target network configuration, the performing of the requested change comprising executing the executable instructions retrieved from the repository.