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Registered MANAGEMENT SERVER THAT CONTROLS NETWORK DEVICES, AND PROCESSING METHODS OF NETWORK DEVICES AND MODEL MANAGEMENT SERVERS

Inventors
Application No.
17484367 (2021.09.24)
Publication No.
20220094607 (2022.03.24)
Registration No.
11924052 (2024.03.05)
Country
UNITED STATES
Project Code
20HR1500, Development of Network Data Analytics Function (NWDAF) and Intelligence Technology Standards for 5G Network Automation, Shin Myung Ki
20HR5100, Standards development of 5G non-public network technology for vertical industry, Shin Myung Ki
Abstract
A network device divided into a training plane and a control plane, model management server that controls a network device, and processing methods of a network device and model management server are disclosed. A processing method may include receiving a machine learning model from a model management server, obtaining network data to generate analytics information, generating analytics information by inputting the network data to a machine learning model, feeding back the analytics information to the model management server, and generating a control command of the network device using the analytics information, wherein the analytics information is generated by a training plane function and the control command is generated by a control plane function.
KSP Keywords
Control plane, Learning model, Management server, Network Data, Network devices, Processing Method, machine Learning, model management
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Status Patent Country KIPRIS
Registered MANAGEMENT SERVER THAT CONTROLS NETWORK DEVICES, AND PROCESSING METHODS OF NETWORK DEVICES AND MODEL MANAGEMENT SERVERS UNITED STATES