Dynamic risk based analysis model

    公开(公告)号:US12235747B2

    公开(公告)日:2025-02-25

    申请号:US16987455

    申请日:2020-08-07

    Applicant: KYNDRYL, INC.

    Abstract: Embodiments of the present invention provide a computer system, a computer program product, and a method that comprises receiving and storing input data from at least two users; calculating a risk score for each identified risk in the received data based on priority risk factors affecting respectively identified risks; dynamically optimizing a risk analysis of the received input for multiple users within a user interface of a computing device by recalculating risk scores based on the received data and identified risks; and generating a notification for the user interface of the computing device based on the dynamic optimization of the risk analysis of the received input.

    HEURISTIC DATA PIPELINE SCHEDULING

    公开(公告)号:US20250045070A1

    公开(公告)日:2025-02-06

    申请号:US18228401

    申请日:2023-07-31

    Applicant: Kyndryl, Inc.

    Abstract: A computer-implemented method, including: receiving, by a computing device, a data pipeline job request; generating, by the computing device, a complexity score for the data pipeline job request; determining, by the computing device, a predicted execution time for the data pipeline job request; generating, by the computing device, a priority score for the data pipeline job request based on the predicted execution time and the generated complexity score; and comparing, by the computing device, the priority score for the data pipeline job request to another priority score to determine a schedule for the data pipeline job request.

    Masked overlay for custom repositioning of interactive objects on a touchscreen of a computing device

    公开(公告)号:US12197719B2

    公开(公告)日:2025-01-14

    申请号:US17588814

    申请日:2022-01-31

    Applicant: Kyndryl, Inc.

    Abstract: A method includes: receiving, by a computing device, user input defining a first location of a touchscreen of the computing device, the touchscreen displaying a user interface (UI) of an application; receiving, by the computing device, user input defining a second location of the touchscreen of the computing device; identifying, by the computing device, an interactive object of the UI at the first location; creating, by the computing device, an overlay including a copy of the interactive object and a masking object, the copy of the interactive object being at the second location and the masking object being at the first location; and causing, by the computing device, the touchscreen to display an output including the overlay superimposed over the UI.

    Security policy selection based on calculated uncertainty and predicted resource consumption

    公开(公告)号:US12192243B2

    公开(公告)日:2025-01-07

    申请号:US17990511

    申请日:2022-11-18

    Applicant: Kyndryl, Inc.

    Abstract: A computer-implemented method according to one embodiment includes receiving a request to perform a security policy implementation analysis for a first deployment associated with a first client in an IT environment. IT information associated with the first deployment is collected. The method further includes applying trained machine learning models to analyze the IT information of the first client to compute a security policy for the first deployment. The security policy is computed based on a calculated uncertainty of effects that applying the security policy to the first deployment is capable of causing, and a predicted amount of resources of the first deployment that applying the security policy to the first deployment would consume. An indication of the security policy is output for display in a dashboard on a display of a user device of the first client.

    Carbon footprint-based control of cloud resource consumption

    公开(公告)号:US12190172B2

    公开(公告)日:2025-01-07

    申请号:US17513992

    申请日:2021-10-29

    Applicant: KYNDRYL, INC.

    Abstract: An approach is provided for determining a carbon footprint-based consumption of cloud resources. Cloud resource requirements and a carbon footprint cap of a workload of a cloud consumer are received. The requirements and cap are based on a sustainability target, published by the cloud consumer, and subscribed by cloud service providers. A list of cloud resources that satisfy the requirements are sent. Carbon emission values of the cloud resources at different load levels of the workload are sent. Based on a service level agreement requirement, a criticality level, and a peak load duration of the workload, and previous success rates of satisfying cloud resource requirements by cloud service providers, an optimized configuration of cloud resource(s) and cloud service provider(s) is selected. The cloud resource(s) are selected from the list and have a carbon footprint that does not exceed the cap at a given load level.

    Computing environment predictive provisioning

    公开(公告)号:US12190141B2

    公开(公告)日:2025-01-07

    申请号:US17581726

    申请日:2022-01-21

    Applicant: KYNDRYL, INC.

    Abstract: Methods, computer program products, and systems are presented. The method computer program products, and systems can include, for instance: iteratively obtaining utilization parameter values from first to Nth edge computing environments, training one or more predictive model by machine learning using parameter values of the utilization parameter values obtained by the iteratively obtaining, wherein the training includes training a first computing environment predictive model with use of parameter values of the utilization parameters obtained from the first computing environment by the iteratively obtaining.

    Notification control considering remote work concentration of operator

    公开(公告)号:US12175309B2

    公开(公告)日:2024-12-24

    申请号:US17504679

    申请日:2021-10-19

    Applicant: KYNDRYL, INC.

    Abstract: A method, including: receiving, by a computing device, an electronic notification directed to a user of an electronic device; generating, by the computing device, an initial uninterruptibility score based on a current work mode of the user, generating, by the computing device, an initial necessity score based on current attributes of the notification; comparing, by the computing device, the initial uninterruptibility score and the initial necessity score; and preventing, by the computing device and as a result of the comparing, the notification from being presented to the user.

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