公开(公告)号：US20240235967A1

公开(公告)日：2024-07-11

申请号：US18393398

申请日：2023-12-21

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Khuong Nhat Nguyen ,  Abhishek Sehgal ,  Hao Chen ,  Guanbo Chen

IPC: H04L43/026 ,  H04L43/0888

CPC classification number: H04L43/026 ,  H04L43/0888

Abstract: A method and apparatus for detecting network service types by grouping together applications that have similar latency requirement and data characteristics to form a service type. Machine learning algorithms may be used to detect the traffic pattern in the traffic stream by using features extracted from packet information and optionally additional sensor information. Subsequently, the output of the machine learning module may go through a post-processing process that may employ different techniques to use current prediction and past predictions to make a final decision about the network service type.