公开(公告)号：US20240357267A1

公开(公告)日：2024-10-24

申请号：US18631449

申请日：2024-04-10

Applicant: Nokia Solutions and Networks Oy

Inventor： Tom BOSTOEN ,  Benoit DROOGHAAG

IPC: H04Q11/00 ,  H04L47/62 ,  H04L47/76

CPC classification number: H04Q11/0067 ,  H04L47/623 ,  H04L47/76 ,  H04Q2011/0086

Abstract: An apparatus caused to perform obtaining an indication of contention of a communications network; obtaining a historical bandwidth utilization indication parameter of respective participants of the communications network; in response to determining, based on the indication of contention and the historical bandwidth utilization indication, that a participant meets an intensive capacity consumption condition, providing a reduced value of a scheduler parameter and an increased value of a maximum bandwidth parameter to an output of the apparatus, wherein the scheduler parameter and the maximum bandwidth parameter are related to allocating bandwidth to the participant meeting the intensive capacity consumption condition, wherein the scheduler parameter represents a proportion of a capacity of the communications network allocated to the participant when the communications network is congested, wherein the maximum bandwidth parameter represents a maximum bandwidth allocated to the participant.

公开(公告)号：US20250053871A1

公开(公告)日：2025-02-13

申请号：US18794366

申请日：2024-08-05

Applicant: Nokia Solutions and Networks Oy

Inventor： Benoit DROOGHAAG ,  Tom BOSTOEN

IPC: G06N20/00

Abstract: A computer-implemented method for selecting candidates end points includes providing a training success list identifying successful training candidate end points to be allocated a bandwidth increment for a long time period, wherein the successful training candidate end points are a subset of training candidate end points, performing supervised training of a success prediction model for predicting the training success list from the training dataset, determining a predicted list by implementing the success prediction model on a reservoir dataset identifying potential candidate end points belonging to the fixed communications network wherein the predicted list identifies candidates end points as a subset of the potential candidate end points, selecting a candidate list identifying candidate end points to be allocated a bandwidth increment, wherein the candidate end points belong to the fixed communications network, wherein the candidate list includes part or all of the predicted list.

公开(公告)号：US20240171524A1

公开(公告)日：2024-05-23

申请号：US18508431

申请日：2023-11-14

Applicant: Nokia Solutions and Networks Oy

Inventor： Tom BOSTOEN ,  Benoit DROOGHAAG

IPC: H04L47/78 ,  H04L47/62 ,  H04L47/70 ,  H04L47/80

CPC classification number: H04L47/781 ,  H04L47/623 ,  H04L47/808 ,  H04L47/826

Abstract: In one embodiment, the apparatus includes at least one memory configured to store instructions; and at least one processor configured to execute the instructions and cause the apparatus to perform, obtaining, a first parameter indicating a contention situation of a first network including a plurality of virtual network operators, VNOs, as participants; obtaining, a second parameter indicating a historical bandwidth utilization of respective one of the VNOs; determining, based on the first parameter and the second parameter, a first scheduler parameter and/or a first shaper parameter, for being provided to an output of the apparatus, wherein the first scheduler parameter and/or the first shaper parameter is related to allocating bandwidth to the one of the VNOs; transmitting, to a controller of the one of the VNOs, the first scheduler parameter and/or the first shaper parameter.