公开(公告)号：US20210243125A1

公开(公告)日：2021-08-05

申请号：US17122539

申请日：2020-12-15

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Anil RAJ ,  Celestian Kaniampady SEBASTIAN ,  Jeswin AUGUSTINE

IPC: H04L12/801 ,  H04L12/841 ,  G06N20/00 ,  G06N5/04

Abstract: The present invention relates a system and a method for avoiding congestion in a computer network. Information related to a flow of query data packets in the computer network and a capacity of the computer network is collected for processing. A pattern in the flow of query data packets is determined based on the collected information and a trained data model. The trained data model is used to determine occurrence of an impending connection data burst, in the computer network, which is capable of causing congestion in the computer network. The connection data burst comprises information related to links within routing devices present in the computer network. Upon determining occurrence of the impending connection data burst, parameters configured in the routing devices are modified to avoid the congestion of the computer network by the impending connection data burst.