PROACTIVE TRAINING VIA VIRTUAL REALITY SIMULATION

    公开(公告)号:US20220309943A1

    公开(公告)日:2022-09-29

    申请号:US17209532

    申请日:2021-03-23

    Applicant: KYNDRYL, INC.

    Abstract: A processor may receive data associated with a user. The processor may determine, using an artificial intelligence model, a contextual situation the user is likely to encounter. The processor may identify, using the artificial intelligence model, a task that the user is likely to perform in the contextual situation. The processor may determine, using the artificial intelligence model, a criticality of the task the user is likely to perform in the contextual situation. The processor may generate a simulation of the task in a virtual reality simulation. The processor may prompt the user to utilize the task simulation to learn how to perform the task.

    Intelligent versioning of machine learning models

    公开(公告)号:US11263003B1

    公开(公告)日:2022-03-01

    申请号:US17122415

    申请日:2020-12-15

    Applicant: Kyndryl, Inc.

    Abstract: 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.

    Electric vehicle charging reservation timeslot reallocation

    公开(公告)号:US12165224B2

    公开(公告)日:2024-12-10

    申请号:US17643671

    申请日:2021-12-10

    Applicant: KYNDRYL, INC.

    Abstract: Electric vehicle charging reservation timeslot reallocation includes determining, in connection with an electric vehicle (EV) traveling to a destination, arrival parameters of the EV to arrive at the destination and a charging requirement of the EV to reach the destination within the arrival parameters, identifying reserved charging reservation timeslot(s) at EV charging station(s) along a route to the destination that satisfy the arrival parameters and charging requirement of the EV, determining, using an AI model configured to determine reallocations of charging reservations at electric vehicle charging stations, a proposed reallocation of a reserved charging reservation timeslot of the reserved charging reservation timeslot(s), the reserved charging reservation timeslot owned by an entity, and the proposed reallocation comprising a proposal for the entity to give up at least a portion of the reserved charging reservation timeslot to charge the EV, and electronically offering the proposed reallocation to the entity.

    ELECTRIC VEHICLE CHARGING RESERVATION TIMESLOT REALLOCATION

    公开(公告)号:US20230182608A1

    公开(公告)日:2023-06-15

    申请号:US17643671

    申请日:2021-12-10

    Applicant: KYNDRYL, INC.

    Abstract: Electric vehicle charging reservation timeslot reallocation includes determining, in connection with an electric vehicle (EV) traveling to a destination, arrival parameters of the EV to arrive at the destination and a charging requirement of the EV to reach the destination within the arrival parameters, identifying reserved charging reservation timeslot(s) at EV charging station(s) along a route to the destination that satisfy the arrival parameters and charging requirement of the EV, determining, using an AI model configured to determine reallocations of charging reservations at electric vehicle charging stations, a proposed reallocation of a reserved charging reservation timeslot of the reserved charging reservation timeslot(s), the reserved charging reservation timeslot owned by an entity, and the proposed reallocation comprising a proposal for the entity to give up at least a portion of the reserved charging reservation timeslot to charge the EV, and electronically offering the proposed reallocation to the entity.

    PREVENTING AUDIO DROPOUT
    8.
    发明申请

    公开(公告)号:US20220086209A1

    公开(公告)日:2022-03-17

    申请号:US17022429

    申请日:2020-09-16

    Applicant: Kyndryl, Inc.

    Abstract: Embodiments of the present invention provide methods, computer program products, and systems. Embodiments of the present invention detect an audio stream comprising one or more voice packets from a first computing system. Embodiments of the present invention can, in response to detecting an audio stream, dynamically prevent audio drop out on a second computing system using circular buffers based on network consistency.

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