公开(公告)号：US20210409524A1

公开(公告)日：2021-12-30

申请号：US16911671

申请日：2020-06-25

Applicant: Nokia Solutions and Networks Oy

Inventor： Bogdan USCUMLIC ,  Gopalasingham ARAVINTHAN ,  Lionel NATARIANNI

IPC: H04L29/06 ,  G06N20/00 ,  G06K9/62 ,  H04L12/851 ,  H04L12/863 ,  H04L12/933

Abstract: A network switch includes one or more queues to hold packets received from a first input flow and a second input flow. The network switch also includes a packet communication switch configured to access a first header of a first packet in the one or more queues and a second header of a second packet in the one or more queues. The first header includes first machine learning (ML) information that represents a first set of state transition probabilities under a set of actions performed at the network switch. The second header includes second ML information that represents a second set of state transition probabilities under the set of actions performed at the network switch. The packet communication switch is configured to selectively modify the first header or the second header based on a comparison of the first ML information and the second ML information.