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.