METHOD FOR CREATING NETWORK SIMULATION PLATFORM, NETWORK SIMULATION METHOD, AND CORRESPONDING APPARATUSES

Patent №

US 11,856,424

Granted

2023-12-26

Filed 2021

Owner

HUAWEI TECHNOLOGIES CO., LTD.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17345273

A method for creating a network simulation platform that has a first black box model, includes: obtaining a candidate network performance indicator and feature information related to the candidate network performance indicator, where the feature information related to the candidate network performance indicator refers to a part or all of feature information needed to obtain the candidate network performance indicator; and training a machine learning model to obtain the first black box model, where an output parameter of the first black box model is the candidate network performance indicator, input parameters of the first black box model are the feature information related to the candidate network performance indicator, and the first black box model is used to simulate the candidate network performance indicator. The solutions provided help reduce simulation complexity and are applicable to large-scale network simulation.

Machine learningVisionAI hardwareH04L 41/16H04W 24/06G06N 3/04G06N 3/0464G06N 3/08G06N 3/09H04L 41/145H04L 43/0852+3 more

AI classification

Machine learning1.00
AI hardware1.00
Vision0.85
Knowledge representation0.05
Planning0.02
Evolutionary computation0.01
Natural language0.00
Speech0.00

Ownership

HUAWEI TECHNOLOGIES CO., LTD.

assignment · 565120597

Assignors

YE, GUOJUN, CHENG, BO, LI, XI

On an employer assignment, the assignors are typically the inventors.

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