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    DETECTING INFECTION SOURCES
    4.
    发明公开
    DETECTING INFECTION SOURCES 审中-公开

    公开(公告)号：US20240153645A1

    公开(公告)日：2024-05-09

    申请号：US18052228

    申请日：2022-11-03

    申请人： Kyndryl, Inc.

    发明人： Seng Chai Gan ,  Shikhar Kwatra ,  Geeth Ranmal de Mel ,  Lan Ngoc Hoang

    IPC分类号： G16H50/70 ,  G16H40/67 ,  G16H50/80 ,  G16H70/60

    CPC分类号： G16H50/70 ,  G16H40/67 ,  G16H50/80 ,  G16H70/60 ,  G16H50/30

    摘要： A method, computer program product, and system include a processor(s) obtains various data relevant to one or more infected individuals (e.g., location data and infection data. The processor(s) identifies relationships and physical proximity between people comprising the one or more infected individuals and additional individuals, based on the various data. The processor(s) generates, based on the various data, a geofence. The processor(s) utilizes the geofence, the relationships, the physical proximity, and the various data, to predict that a portion of the additional individuals are more likely than not to be infected with the infection. The processor(s) generates a scoring model to identify a source of the infection. The processor(s) applies the scoring model to a group consisting of the one or more individuals, the portion of the additional individuals, and the physical locations, to identify the source of the infection (i.e., a person or physical locations).

    MUTUAL MULTI-FACTOR AUTHENTICATION TECHNOLOGY
    6.
    发明申请
    MUTUAL MULTI-FACTOR AUTHENTICATION TECHNOLOGY 有权

    公开(公告)号：US20220191027A1

    公开(公告)日：2022-06-16

    申请号：US17123245

    申请日：2020-12-16

    申请人： KYNDRYL, INC.

    发明人： Seng Chai Gan ,  Shikhar Kwatra ,  Nadiya Kochura ,  Mauro Marzorati

    IPC分类号： H04L9/32 ,  H04L9/08 ,  H04L12/18 ,  G06N3/08

    摘要： Computer software that stores information relating to a planned in-person meeting between a first user and a second user. The information includes a meeting time, a meeting location, and, for each of the first user and the second user: (i) a communications identifier associated with a device of the respective user, and (ii) a token identified by the respective user for the meeting. The computer software, in response to receiving an indication that the device of the first user is located at the meeting location at the meeting time, sends, to the device of the first user: (i) the communications identifier associated with the device of the second user, and (ii) the token identified by the second user for the meeting.

    Geofence selection and modification
    7.
    发明授权
    Geofence selection and modification 有权

    公开(公告)号：US11272314B2

    公开(公告)日：2022-03-08

    申请号：US16736148

    申请日：2020-01-07

    申请人： KYNDRYL, INC.

    发明人： Seng Chai Gan ,  Shikhar Kwatra ,  Adam Lee Griffin ,  Vikram Tiwari

    IPC分类号： H04W4/021 ,  G06N20/00 ,  G06N3/04 ,  G06N3/08 ,  G06K19/077 ,  G08B21/18 ,  G08B25/10 ,  G06Q30/02

    摘要： A method and system for selecting and modifying a geofence is provided. The method includes registering a physical object with geofence policies of a user. The physical object is tagged with a digital tag comprising information associated with the user respect and geofence policies. Input data indicating a value, an emotional attachment, and a sentiment of the physical object with respect to the t user is received and the physical object is detected via sensors. Reactions of the user with respect to additional physical objects located within a specified geographical boundary surrounding the first user are detected and a resulting classification for the physical object is generated. A geofence policy is selected and it is detected that the physical object has been removed from a geofence for a specified time period threshold. A resulting action associated with detecting that the physical object has been removed from the geofence is executed.

    Intelligent versioning of machine learning models
    8.
    发明授权
    Intelligent versioning of machine learning models 有权

    公开(公告)号：US11263003B1

    公开(公告)日：2022-03-01

    申请号：US17122415

    申请日：2020-12-15

    申请人： Kyndryl, Inc.

    发明人： Seng Chai Gan ,  Shikhar Kwatra ,  Gandhi Sivakumar ,  Vinod A. Valecha ,  Thomas Joseph Eunice

    IPC分类号： G06F8/71 ,  G06N20/00 ,  G06F16/28 ,  G06F16/21

    摘要： An embodiment includes specifying an original model to be trained by a machine learning platform using training data and an algorithm, wherein the training data includes a plurality of training input values upon which to make a prediction and a plurality of training output values representing target prediction values. The embodiment generates an updated model by training the original model to algorithmically approach the training output values as provided with the training data based on the plurality of input values. The embodiment generates an updated function map representative of output values of the updated model and versions the updated model according to a classification rule for assigning a version classification based on a comparison of the updated function map to an original function map representative of output values of the original model. The embodiment deploys the updated model into a production environment. to replace the original model.

    Cognitive processing resource allocation
    10.
    发明授权
    Cognitive processing resource allocation 有权

    公开(公告)号：US11556385B2

    公开(公告)日：2023-01-17

    申请号：US16874954

    申请日：2020-05-15

    申请人： Kyndryl, Inc.

    发明人： Seng Chai Gan ,  Shikhar Kwatra ,  Indervir Singh Banipal ,  Abhishek Malvankar

    IPC分类号： G06F9/50 ,  G06N20/00 ,  G06F9/445

    摘要： A processor may run a background process to identify a first task being initiated by a first user on a device, where the first task is associated with a first application. The processor may identify the first user of the device. The processor may analyze one or more interactions of the first user associated with the first application on the device. The processor may allocate, based at least in part on identification of the first user, identification of the first task, or analysis of the one or more interactions of the first user, computing resources to one or more hardware components on the device.