TRAFFIC ESTIMATION APPARATUS, TRAFFIC ESTIMATION METHOD AND PROGRAM

    公开(公告)号:US20210243100A1

    公开(公告)日:2021-08-05

    申请号:US17049683

    申请日:2019-03-28

    IPC分类号: H04L12/26

    摘要: A first time series of traffic volume and a first time series of communication quality that are observed in a first communication line in which traffic demand is equal to or greater than a line bandwidth and a second time series of traffic volume and a second time series of communication quality that are observed in a second communication line in which traffic demand is less than a line bandwidth are input to a state space model to estimate values of a parameter group of the state space model, the traffic demand is calculated based on the values of the parameter group, and the state space model is a state space model in which the first time series of traffic volume and the second time series of traffic volume are generated from a third time series indicating cyclicity of traffic common to the first communication line and the second communication line under influence of the first time series of communication quality and the second time series of communication quality on the traffic demand, thereby supporting appropriate band design of an overload line in which traffic demand is equal to or greater than a line bandwidth.

    Process request management apparatus, process request management method and program

    公开(公告)号:US11893417B2

    公开(公告)日:2024-02-06

    申请号:US17291698

    申请日:2019-11-05

    IPC分类号: G06F9/46 G06F9/48 G06F9/50

    CPC分类号: G06F9/4887 G06F9/5005

    摘要: A processing request management apparatus includes: an estimation unit which estimates a time required for processing for each of a plurality of processing requests for which desired processing completion times are designated; and a determination unit which determines an execution order of processing for the plurality of processing requests such that a sum of delays of estimated processing completion times based on the required time with respect to the desired processing completion times for the respective processing requests in the plurality of processing requests is minimized, to increase a likelihood of restrictions with respect to processing requests being satisfied.

    Control apparatus, control method and program

    公开(公告)号:US11765036B2

    公开(公告)日:2023-09-19

    申请号:US17769945

    申请日:2019-10-29

    CPC分类号: H04L41/0895 H04L41/16

    摘要: Provided is a control device that includes one or more processors configured to: select an agent gk that executes an action that represents allocation of a virtual network onto a physical network at a time point t from a plurality of agents; observe a state st at the time point t with an input of network configuration information of the physical network, network observation information, and user demand information; select and execute, on basis of an action value function Q representing an expected value of a sum total of a reward received in future, an action atk from possible actions for the agent gk; calculate a reward rt using of the action atk, the state st, and a state st+1 at a time point t+1; and update the action value function Q with use of the action ajk, the state sj, and the state sj+1, where 1≤j≤t is satisfied.

    CONTROL APPARATUS, CONTROL METHOD AND PROGRAM

    公开(公告)号:US20220094742A1

    公开(公告)日:2022-03-24

    申请号:US17426392

    申请日:2020-01-23

    IPC分类号: H04L67/1008 H04L41/0803

    摘要: A control apparatus configured to allocate a virtual network for providing a network service on a physical network includes: acquisition means for acquiring information indicating an outside temperature of each node included in the physical network, physical resource information of the physical network, information indicating a predicted traffic amount of the physical network, and an allocation request for the virtual network; and calculation means for calculating an optimal allocation of the virtual network using a target function defined using a unit cost defined for each region and for each time slot and a power consumption model taking into consideration the outside temperature and a load rate calculated based on the predicted traffic amount, and a restrictive condition obtained based on the physical resource information and the allocation request.

    Traffic estimation apparatus, traffic estimation method and program

    公开(公告)号:US11201807B2

    公开(公告)日:2021-12-14

    申请号:US17049683

    申请日:2019-03-28

    IPC分类号: G06F15/16 H04L12/26

    摘要: A first time series of traffic volume and a first time series of communication quality that are observed in a first communication line in which traffic demand is equal to or greater than a line bandwidth and a second time series of traffic volume and a second time series of communication quality that are observed in a second communication line in which traffic demand is less than a line bandwidth are input to a state space model to estimate values of a parameter group of the state space model, the traffic demand is calculated based on the values of the parameter group, and the state space model is a state space model in which the first time series of traffic volume and the second time series of traffic volume are generated from a third time series indicating cyclicity of traffic common to the first communication line and the second communication line under influence of the first time series of communication quality and the second time series of communication quality on the traffic demand, thereby supporting appropriate band design of an overload line in which traffic demand is equal to or greater than a line bandwidth.