公开(公告)号：US20240422594A1

公开(公告)日：2024-12-19

申请号：US18633229

申请日：2024-04-11

Applicant: Nokia Solutions and Networks Oy

Inventor： Tejas Subramanya ,  Sivaramakrishnan Swaminathan

IPC: H04W24/08 ,  H04L41/16 ,  H04L43/08

Abstract: Described herein is a first network element configured for supporting collection and/or evaluation of artificial intelligence/machine learning (AI/ML)-related operational statistics in a communications network, the first network element comprising: at least one processor; and at least one memory storing instructions that, when executed by the at least one processor, cause the first network element at least to: determine one or more AI/ML-related operational statistics associated with the first network element; and report the determined one or more AI/ML-related operational statistics to a second network element of the communications network.

公开(公告)号：US20240283712A1

公开(公告)日：2024-08-22

申请号：US18522999

申请日：2023-11-29

Applicant: Nokia Solutions and Networks Oy

Inventor： Borislava Gajic ,  Tejas Subramanya ,  Gerald Lehmann ,  Sivaramakrishnan Swaminathan

IPC: H04L41/50 ,  G06N20/00 ,  H04L41/16

CPC classification number: H04L41/50 ,  G06N20/00 ,  H04L41/16

Abstract: An apparatus for use by a communication network element or communication network function acting as an artificial intelligence, AI, machine learning, ML, management service consumer, the apparatus comprising at least one processing circuitry, and at least one memory for storing instructions that, when executed by the at least one processor, cause the apparatus at least to request an AI/ML energy consumption related parameter from an AI/ML management service producer offering services related to at least one AI/ML entity, to receive, from the AI/ML management service producer, the requested AI/ML energy consumption related parameter, and to process the AI/ML energy consumption related parameter for deriving an energy saving strategy considering the AI/ML energy consumption related parameter.