公开(公告)号：US20200076709A1

公开(公告)日：2020-03-05

申请号：US16493753

申请日：2017-03-15

Applicant: Nokia Technologies Oy

Inventor： Kaj STENBERG ,  Haitao TANG

IPC: H04L12/24 ,  H04W24/02 ,  H04W72/08 ,  H04W28/24

Abstract: A method, apparatus and computer program product are provided in accordance with example embodiments in order to provide methods, apparatuses, and/or systems that allow for the automatic request, definition, and provision of user-specific network services within a communication network environment. Some example implementations are directed to the use of new network entities, such as a service order portal, a self-operation entity, and/or other similar entities to accept potentially incomplete initial requirements requests from a network user and automatically develop and deploy network resources that are capable of fulfilling the device and/or user-specific needs of a given user.

公开(公告)号：US20240046148A1

公开(公告)日：2024-02-08

申请号：US18258728

申请日：2021-01-29

Applicant: Nokia Technologies Oy

Inventor： Dario BEGA ,  Haitao TANG ,  Cinzia SARTORI

IPC: G06N20/00 ,  H04L41/16

CPC classification number: G06N20/00 ,  H04L41/16

Abstract: There are provided measures for machine learning model renewal. Such measures exemplarily comprise receiving a first machine learning model message including a first machine learning inference model, obtaining network related input data, feeding said first machine learning inference model with said network related input data, receiving, upon unsuitability of said first machine learning inference model for an experienced network condition, a second machine learning model message including a second machine learning inference model, and replacing said first machine learning inference model with said second machine learning inference model.

公开(公告)号：US20220261383A1

公开(公告)日：2022-08-18

申请号：US17592871

申请日：2022-02-04

Applicant: NOKIA TECHNOLOGIES OY

Inventor： Haitao TANG ,  Cinzia SARTORI ,  Olaf POLLAKOWSKI ,  Anatoly ANDRIANOV

IPC: G06F16/21 ,  H04W8/20

Abstract: An apparatus comprising at least one processing circuitry and at least one memory for storing instructions to be executed by the processing circuitry. The at least one memory and the instructions are configured to, with the at least one processing circuitry, cause the apparatus at least: to receive, from a data consumer, a request for providing data from a data source for processing by the data consumer. The request is processed to obtain, from a configuration management function, a meta data instance related to the requested data, to create a schema of the requested data based on the meta data instance, to obtain a schema for accessing the data being provided by a data source for making the data reusable as history data, and to register the obtained meta data instance and the schema for accessing the data in a repository.