公开(公告)号：US20250029117A1

公开(公告)日：2025-01-23

申请号：US18750062

申请日：2024-06-21

Applicant: Nokia Technologies Oy

Inventor： Huanzhuo WU ,  Bahare MASOOD KHORSANDI ,  Abdelrahman ABDELKADER ,  Hajer BRAHAM ,  Borislava GAJIC

IPC: G06Q30/018 ,  G06N5/04

Abstract: There is provided an apparatus comprising means for: receiving a request to offload at least one inference step of a ML model for an application to a host node of a network comprising a plurality of host nodes, acquiring first information related to the application, acquiring second information related to the ML model, acquiring third information related to at least one host node, wherein the third information comprises at least an indication of a carbon emission footprint associated with at least one host node, determining, based on the first information, the second information and the third information, at least one deployment option of at least one inference step to offload on at least one host node and providing an indication of the determined at least one deployment option to the second entity from the first entity.

公开(公告)号：US20230079052A1

公开(公告)日：2023-03-16

申请号：US17932028

申请日：2022-09-14

Applicant: NOKIA TECHNOLOGIES OY

Inventor： Dario BEGA ,  Bahare MASOOD KHORSANDI ,  Gerald KUNZMANN ,  Yannick LAIR ,  Apostolos PAPAGEORGIOU

IPC: H04W24/10 ,  H04W24/08 ,  H04L41/14

Abstract: An apparatus for use by a communication network element or communication network function configured to operate as an analytics entity and having an analytics logical function. The apparatus is caused to: receive a request, from a service consumer, for provision of a custom analytics service, process data retrieved from the request for determining whether a model for providing the requested custom analytics service is prepared, and in case the determination is negative, determine and select a model training entity having a model training logical function which is able to create a model for custom analytics and has access to data required for the requested custom analytics service, request, from the selected model training entity, to obtain a trained model capable of providing the requested custom analytics service and forward the information specifying the custom analytics service to the selected model training entity.