公开(公告)号：US20230222327A1

公开(公告)日：2023-07-13

申请号：US18184742

申请日：2023-03-16

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Shuigen YANG ,  Yu ZHOU ,  Yinghao JIN ,  Dongrun QIN

IPC: G06N3/045

CPC classification number: G06N3/045

Abstract: A collaborative inference method and a communication apparatus. The method includes: the terminal device determines a first inference result based on a first machine learning (ML) submodel, where the first ML submodel is a part of an ML model. The terminal device sends the first inference result. Then, the terminal device receives a target inference result, where the target inference result is an inference result that is of the ML model and that is determined based on the first inference result.

公开(公告)号：US20210342178A1

公开(公告)日：2021-11-04

申请号：US17374139

申请日：2021-07-13

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Dongrun QIN ,  Longyu CAO ,  Xianming LI ,  Yijun YU

IPC: G06F9/455 ,  G06F9/50 ,  H04L12/24

Abstract: A method includes: a first network element receives first information used to indicate to instantiate a VNF. The first network element obtains hardware resource information used to indicate an available resource of a network functions virtualization infrastructure, where the available resource includes a resource of at least one piece of hardware, and the hardware represents a minimum physical resource set used to bear a virtual machine. The first network element determines, based on the first information and the hardware resource information, a one-to-one mapping relationship between at least one virtual machine corresponding to the VNF and at least one piece of hardware corresponding to the VNF. The first network element determines, based on the mapping relationship, to instantiate the at least one virtual machine on the at least one piece of hardware.

公开(公告)号：US20230245000A1

公开(公告)日：2023-08-03

申请号：US18296604

申请日：2023-04-06

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Shuigen YANG ,  Yinghao JIN ,  Dongrun QIN

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: Model evaluation methods and apparatuses are described, which may be applied to systems such as 5G and vehicle-to-everything (V2X). In an example model evaluation method, an inference device determines an inference output of a machine learning model based on an inference input of the machine learning model, where the machine learning model is determined based on first configuration information. The inference device sends a first message to a measurement device, where the first message includes a measurement object, the measurement object is determined based on the inference output, and the first message is used to request a measurement result of the measurement object. The inference device receives the measurement result from the measurement device, where the measurement result corresponds to the inference output. The inference device sends an evaluation result to an update device, where the evaluation result is determined based on the inference output and the measurement result.

公开(公告)号：US20240080788A1

公开(公告)日：2024-03-07

申请号：US18308086

申请日：2023-04-27

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Chujie WANG ,  Dongrun QIN ,  Shuigen YANG ,  Wen YAN ,  Xietian HUANG

IPC: H04W60/00 ,  H04W28/06

CPC classification number: H04W60/00 ,  H04W28/06

Abstract: This application provides a method and a related communication apparatus applicable to the communication field. In the method, a network device receives a first notification message sent by a terminal device, where the first notification message indicates that the terminal device has completed training on a target model, and the first notification message includes a model name corresponding to the target model. The network device then determines policy information based on the uplink channel state information of the terminal device; and sends a lightweight indication message to the terminal device.

公开(公告)号：US20230224752A1

公开(公告)日：2023-07-13

申请号：US18188205

申请日：2023-03-22

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Xietian HUANG ,  Dongrun QIN ,  Chujie WANG ,  Yang XIN

IPC: H04W24/10

CPC classification number: H04W24/10

Abstract: Embodiments of this application provide a communication method, apparatus. One example method includes: a first data analytics network element receive a first request from a sec data analytics network element, wherein the first request carries an analytics type identifier and second model requirement information, and the first request requests information of a model that corresponds to the analytics type identifier and meets the second model requirement information. The second data analytics network element receives the information of the model from the first data analytics network element.

公开(公告)号：US20230189057A1

公开(公告)日：2023-06-15

申请号：US18167187

申请日：2023-02-10

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Longyu CAO ,  Dongrun QIN ,  Yijun YU

IPC: H04W28/02 ,  H04W28/10

CPC classification number: H04W28/0268 ,  H04W28/10

Abstract: This application provides a service traffic steering method and an apparatus, to improve user experience. The method includes: A first network device determines at least one second terminal device, where first quality of experience corresponding to a first service flow of the second terminal device does not meet target quality of experience corresponding to the first service flow of the second terminal device. The first network device determines a target radio access network device, where the target radio access network device meets the target quality of experience corresponding to the first service flow of the at least one second terminal device. The first network device connects the first service flow of the at least one second terminal device to the target radio access network device.