SOLVING MAX-MIN FAIR RESOURCE ALLOCATION AT LARGE SCALE

    公开(公告)号:US20240314747A1

    公开(公告)日:2024-09-19

    申请号:US18323126

    申请日:2023-05-24

    IPC分类号: H04W72/044 H04W72/512

    CPC分类号: H04W72/044 H04W72/512

    摘要: A method for allocating a plurality of network resources to a plurality of network-access demands of a plurality of network guests comprises (a) receiving the plurality of network-access demands; (b) for each of the plurality of network-access demands (i) dynamically computing, from among the plurality of network resources, a resorted order of resources associated with the network-access demand, and (ii) for each network resource associated with the network-access demand, increasing, in the re-sorted order, an allocation of the network resource to the network-access demand until the network-access demand is saturated, and freezing the allocation of each of the plurality of network resources to the saturated demand; and (c) outputting the frozen allocation of each of the plurality of network resources for each of the plurality of network-access demands.

    NETWORK TRAFFIC CONTROL USING ESTIMATED MAXIMUM GAP

    公开(公告)号:US20240080255A1

    公开(公告)日:2024-03-07

    申请号:US17929503

    申请日:2022-09-02

    IPC分类号: H04L45/02

    CPC分类号: H04L45/08

    摘要: A computing device is provided, including a processor that receives a network graph. The processor further receives a specification of a network traffic control heuristic for a network traffic routing problem over the network graph. The processor further constructs a gap maximization problem that has, as a maximization target, a difference between an exact solution to the network traffic routing problem and a heuristic solution generated using the network traffic control heuristic. The processor further generates a Lagrange multiplier formulation of the gap maximization problem. At a convex solver, the processor further computes an estimated maximum gap as an estimated solution to the Lagrange multiplier formulation of the gap maximization problem. The processor further performs a network traffic control action based at least in part on the estimated maximum gap.