公开(公告)号：US20240223458A1

公开(公告)日：2024-07-04

申请号：US18497319

申请日：2023-10-30

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Sukhdeep SINGH ,  Joseph Thaliath ,  Sandeep Kumar Jaisawal ,  Seungil Yoon ,  Ashish Jain ,  Avinash Bhat ,  Ganesh Kumar Thangavel

IPC: H04L41/12 ,  H04L41/14 ,  H04L41/16 ,  H04L41/5009

CPC classification number: H04L41/12 ,  H04L41/145 ,  H04L41/16 ,  H04L41/5016

Abstract: Embodiments herein disclose a method and network apparatus for network performance evaluation using AI-based network cloning. The method includes constructing one or more AI-based network clones of one or more network nodes. The one or more AI-based network clones mimics a data pattern and cell behavior of the one or more network nodes. Further, the method includes receiving a solution predicted by an AI server to mitigate one or more problems associated with one or more services of the one or more network nodes. Further, the method includes evaluating a performance of the one or more AI-based network clones by deploying the solution on the one or more AI-based network clones. Further, the method includes sending the solution to the one or more network nodes for deployment or retraining based on the performance of the one or more AI-based network clones.