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.
AI classification
Ownership
HUAWEI TECHNOLOGIES CO., LTD.
assignment · 565120597
Assignors
YE, GUOJUN, CHENG, BO, LI, XI
On an employer assignment, the assignors are typically the inventors.