METHODS AND APPARATUS TO OPTIMIZE WORKFLOWS
    15.
    发明公开

    公开(公告)号:US20230342196A1

    公开(公告)日:2023-10-26

    申请号:US18301755

    申请日:2023-04-17

    CPC classification number: G06F9/4881 G06N20/00

    Abstract: Methods, apparatus, systems and articles of manufacture are disclosed that optimize workflows. An example apparatus includes an intent determiner to determine an objective of a user input, the objective indicating a task to be executed in an infrastructure, a configuration composer to compose a plurality of workflows based on the determined objective, a model executor to execute a machine learning model to create a confidence score relating to the plurality of workflows, and a workflow selector to select at least one of the plurality of workflows for execution in the infrastructure, the selection of the at least one of the plurality of workflows based on the confidence score.

    AUTOMATED RESOURCE MANAGEMENT FOR DISTRIBUTED COMPUTING

    公开(公告)号:US20220197773A1

    公开(公告)日:2022-06-23

    申请号:US17439262

    申请日:2020-03-26

    Abstract: In some embodiments, infrastructure data and service data is received for a computing infrastructure. The infrastructure data indicates resources in the computing infrastructure, and the service data indicates services to be orchestrated across the computing infrastructure. An infrastructure capacity model is generated, which indicates a capacity of the computing infrastructure over a particular time window. Service-to-resource placement options are also identified, which indicate possible placements of the services across the resources over the particular time window. Resource inventory data is obtained, which indicates an inventory of resources that are available to add to the computing infrastructure during the particular time window. An infrastructure capacity plan is then generated, which indicates resource capacity allocation options over the time slots of the particular time window. Resource capacities for the services are then allocated in the computing infrastructure.

    METHODS AND APPARATUS TO CONTROL PROCESSING OF TELEMETRY DATA AT AN EDGE PLATFORM

    公开(公告)号:US20200167205A1

    公开(公告)日:2020-05-28

    申请号:US16723873

    申请日:2019-12-20

    Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to control processing of telemetry data at an edge platform. An example apparatus includes an orchestrator interface to, responsive to an amount of resources allocated to an orchestrator to orchestrate a workload at the edge platform meeting a first threshold, transmit telemetry data associated with the orchestrator to a computer to obtain a first orchestration result at a first granularity; a resource management controller to determine a second orchestration result at a second granularity to orchestrate the workload at the edge platform, the second granularity finer than the first granularity; and a scheduler to schedule a workload assigned to the edge platform based on the second orchestration result.

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