MANAGED SOLVER EXECUTION USING DIFFERENT SOLVER TYPES

    公开(公告)号:US20240112067A1

    公开(公告)日:2024-04-04

    申请号:US17936793

    申请日:2022-09-29

    IPC分类号: G06N20/00 G06N5/00

    CPC分类号: G06N20/00 G06N5/003

    摘要: A multitenant solver execution service provides managed infrastructure for defining and solving large-scale optimization problems. In embodiments, the service executes solver jobs on managed compute resources such as virtual machines or containers. The compute resources can be automatically scaled up or down based on client demand and are assigned to solver jobs in a serverless manner. Solver jobs can be initiated based on configured triggers. In embodiments, the service allows users to select from different types of solvers, mix different solvers in a solver job, and translate a model from one solver to another solver. In embodiments, the service provides developer interfaces to, for example, run solver experiments, recommend solver types or solver settings, and suggest model templates. The solver execution service relieves developers from having to manage infrastructure for running optimization solvers and allows developers to easily work with different types of solvers via a unified interface.

    MULTI-TENANT SOLVER EXECUTION SERVICE
    2.
    发明公开

    公开(公告)号:US20240111831A1

    公开(公告)日:2024-04-04

    申请号:US17936789

    申请日:2022-09-29

    IPC分类号: G06F17/18

    CPC分类号: G06F17/18

    摘要: A multitenant solver execution service provides managed infrastructure for defining and solving large-scale optimization problems. In embodiments, the service executes solver jobs on managed compute resources such as virtual machines or containers. The compute resources can be automatically scaled up or down based on client demand and are assigned to solver jobs in a serverless manner. Solver jobs can be initiated based on configured triggers. In embodiments, the service allows users to select from different types of solvers, mix different solvers in a solver job, and translate a model from one solver to another solver. In embodiments, the service provides developer interfaces to, for example, run solver experiments, recommend solver types or solver settings, and suggest model templates. The solver execution service relieves developers from having to manage infrastructure for running optimization solvers and allows developers to easily work with different types of solvers via a unified interface.

    SOLVER EXECUTION SERVICE MANAGEMENT
    3.
    发明公开

    公开(公告)号:US20240111832A1

    公开(公告)日:2024-04-04

    申请号:US17936801

    申请日:2022-09-29

    IPC分类号: G06F17/18

    CPC分类号: G06F17/18

    摘要: A multitenant solver execution service provides managed infrastructure for defining and solving large-scale optimization problems. In embodiments, the service executes solver jobs on managed compute resources such as virtual machines or containers. The compute resources can be automatically scaled up or down based on client demand and are assigned to solver jobs in a serverless manner. Solver jobs can be initiated based on configured triggers. In embodiments, the service allows users to select from different types of solvers, mix different solvers in a solver job, and translate a model from one solver to another solver. In embodiments, the service provides developer interfaces to, for example, run solver experiments, recommend solver types or solver settings, and suggest model templates. The solver execution service relieves developers from having to manage infrastructure for running optimization solvers and allows developers to easily work with different types of solvers via a unified interface.