CN-122003888-A - Communication method, communication device, communication system, storage medium, and program product

Abstract

The embodiment of the disclosure relates to a communication method, a communication device, a communication system, a storage medium and a program product. The communication method can be applied to a first node, and the method comprises the steps of receiving first information from a second node, wherein the first information is used for requesting a first AI reasoning service, determining a third node based on the first information, wherein the third node is used for providing the first AI reasoning service, sending second information, wherein the second information is used for indicating the third node to provide the first AI reasoning service, and receiving a reasoning result which is sent by the third node and is associated with the first AI reasoning service. Thus, in the embodiment of the disclosure, since the third node is determined based on the first information, that is, the third node is matched with the requirement of the first information, the third node provides the AI reasoning service and sends the reasoning result, which not only can reduce the requirement of the AI reasoning service on the computing capability and resources of the terminal, but also can reduce the delay of providing the terminal with the reasoning service.

Inventors

• LIU JIANNING

Assignees

• 北京小米移动软件有限公司

Dates

Publication Date

20260508

Application Date

20240906

Claims (20)

1. A method of communication, performed by a first node, the method comprising: receiving first information from a second node, wherein the first information is used for requesting a first Artificial Intelligence (AI) reasoning service; Determining a third node based on the first information, the third node being configured to provide the first AI reasoning service; transmitting second information, wherein the second information is used for indicating the third node to provide the first AI reasoning service; And receiving an reasoning result which is sent by the third node and is associated with the first AI reasoning service.
2. The method of claim 1, wherein the third node is a plurality, the method further comprising: combining the reasoning results sent by the plurality of third nodes to obtain a first reasoning result of a first AI reasoning service; and sending the first reasoning result to the second node.
3. The method of claim 1 or 2, wherein the first information comprises at least one of: the first indication information is used for indicating a second node which requests the first AI reasoning service; the second indication information is used for indicating the quality requirement of the first AI reasoning service; The third indication information is used for indicating the model requirement of the first AI reasoning service; Fourth indication information for indicating a type of the first AI reasoning service; fifth indication information for indicating a position of the second node; and sixth indication information, configured to indicate a service area of the first AI reasoning service.
4. A method according to any of claims 1 to 3, wherein the determining a third node based on the first information comprises: and determining the third node from the fourth nodes according to the first information and third information related to the fourth nodes.
5. The method of claim 4, wherein the third information comprises at least one of: Seventh indication information, configured to indicate a supporting capability of the fourth node to different types of AI reasoning services; Eighth indication information, configured to indicate a supporting capability of the fourth node to an AI model; ninth indication information, configured to indicate the fourth node to process a resource of the AI reasoning service; Tenth indication information for indicating the position of the fourth node.
6. A method according to any of claims 1 to 3, wherein the determining a third node based on the first information comprises: Determining the third node according to the first information and preconfigured eleventh indication information; The eleventh indication information is used for indicating a mapping relation between the type of the AI reasoning service and the third node.
7. The method of any one of claims 1 to 6, wherein the method further comprises one of: Determining a first reasoning method adopted by the first AI reasoning service according to the first information; determining a first reasoning method adopted by the first AI reasoning service according to the first information and the pre-configured twelfth indication information; The twelfth indication information is used for indicating the mapping relation between the type of the AI reasoning service and the reasoning method.
8. The method of claim 7, wherein the second information is further used to instruct the third node to provide the first AI reasoning service using the first reasoning method.
9. The method of any one of claims 1 to 8, wherein the method further comprises: receiving fourth information from the second node, the fourth information being used to indicate reasoning data associated with the first AI reasoning service; And sending the reasoning data to the third node.
10. The method of claim 9, wherein the third node is a plurality, the method further comprising: Splitting the reasoning data to obtain a plurality of split data; And respectively transmitting the split data to a plurality of third nodes, wherein the split data are used for the third nodes to execute the reasoning tasks associated with the first AI reasoning service.
11. The method of any of claims 1 to 10, wherein the number of third nodes is a plurality, the method further comprising: Determining a plurality of reasoning tasks associated with the first AI reasoning service; The plurality of inference tasks are assigned to the plurality of third nodes.
12. The method of any of claims 1 to 11, the second information comprising at least one of: The first information; thirteenth indication information for indicating the first AI reasoning service; fourteenth instruction information for instructing a plurality of inference tasks associated with the first AI reasoning service; Fifteenth instruction information for instructing a first inference method employed by the first AI reasoning service.
13. The method of claim 12, wherein the second information is further used to request a data connection be established between the third node and the first node.
14. The method of claim 13, wherein the method further comprises: receiving fifth information sent by the third node, wherein the fifth information is used for indicating an access address of the third node; And transmitting sixth information to the second node, wherein the sixth information comprises the fifth information.
15. The method of any of claims 1 to 14, wherein the first node and the third node are deployed on the same device.
16. A method of communication performed by a second node, the method comprising: First information is sent to a first node, the first information being used to request a first artificial intelligence, AI, reasoning service, the first AI reasoning service being provided by a third node, the third node being determined by the first node from the first information.
17. The method of claim 16, wherein the third node is a plurality, the method comprising: And receiving a first reasoning result sent by the first node, wherein the first reasoning result is obtained by combining the reasoning results sent by a plurality of third nodes by the first node.
18. The method of claim 16 or 17, wherein the first information comprises at least one of: the first indication information is used for indicating a second node which requests the first AI reasoning service; the second indication information is used for indicating the quality requirement of the first AI reasoning service; The third indication information is used for indicating the model requirement of the first AI reasoning service; Fourth indication information for indicating a type of the first AI reasoning service; fifth indication information for indicating a position of the second node; and sixth indication information, configured to indicate a service area of the first AI reasoning service.
19. The method of any of claims 16 to 18, wherein the third node is determined by the first node from a plurality of fourth nodes based on the first information and third information associated with the plurality of fourth nodes.
20. The method of claim 19, wherein the third information comprises at least one of: Seventh indication information, configured to indicate a supporting capability of the fourth node to different types of AI reasoning services; Eighth indication information, configured to indicate a supporting capability of the fourth node to an AI model; ninth indication information, configured to indicate the fourth node to process a resource of the AI reasoning service; Tenth indication information for indicating the position of the fourth node.

Description

Communication method, communication device, communication system, storage medium, and program product Technical Field The present disclosure relates to the field of communication technologies, and in particular, to a communication method, a communication device, a communication system, a storage medium, and a program product. Background As communication technology advances, artificial intelligence (ARTIFICIAL INTELLIGENCE, AI), machine learning (MACHINE LEARNING, ML) or other models have been introduced into communication systems. Through the models, data reasoning or prediction can be performed in scenes such as automatic driving, medical assistance, cross-device calculation, digital twinning and the like. Disclosure of Invention In the process of model reasoning, on one hand, the terminal cannot support reasoning services exceeding the calculation capability of the terminal due to the limited calculation capability of the terminal, and on the other hand, although a third-party server can be adopted to provide the reasoning services for the terminal, the terminal also brings additional delay and influences user experience. The embodiments of the present disclosure propose a communication method, a communication device, a communication system, a storage medium, and a program product, which can reduce the demands of AI reasoning services on computing power and resources of a terminal, and reduce the delay of providing the terminal with the reasoning services. According to a first aspect of an embodiment of the present disclosure, a communication method is provided and executed by a first node, the method includes receiving first information from a second node, the first information being used for requesting a first AI reasoning service, determining a third node based on the first information, the third node being used for providing the first AI reasoning service, sending second information, the second information being used for indicating the third node to provide the first AI reasoning service, and receiving a reasoning result associated with the first AI reasoning service, the reasoning result being sent by the third node. According to a second aspect of the disclosed embodiments, a communication method is proposed, performed by a second node, the method comprising sending first information to a first node, the first information being for requesting a first AI reasoning service, the first AI reasoning service being provided by a third node, the third node being determined by the first node from the first information. According to a third aspect of the embodiments of the present disclosure, a communication method is provided, which is performed by a third node, and the method includes receiving second information sent by a first node, where the second information is used to instruct the third node to provide a first AI reasoning service, and sending a reasoning result associated with the first AI reasoning service to the first node. According to a fourth aspect of the embodiments of the present disclosure, there is provided a first node, including a first transceiver module configured to receive first information from a second node, the first information being used to request a first AI reasoning service, a first processing module configured to determine a third node based on the first information, the third node being used to provide the first AI reasoning service, the first transceiver module configured to send second information, the second information being used to instruct the third node to provide the first AI reasoning service, and the first transceiver module configured to receive a reasoning result associated with the first AI reasoning service, which is sent by the third node. According to a fifth aspect of the embodiments of the present disclosure, there is provided a second node comprising a second transceiver module configured to send first information to a first node, the first information being for requesting a first AI reasoning service provided by a third node, the third node being determined by the first node from the first information. According to a sixth aspect of the embodiments of the present disclosure, a third node is provided, including a third transceiver module configured to receive second information sent by the first node, where the second information is used to instruct the third node to provide a first AI reasoning service, and the third transceiver module is configured to send a reasoning result associated with the first AI reasoning service to the first node. According to a seventh aspect of embodiments of the present disclosure, a communication device is presented, comprising one or more processors, wherein the communication device is adapted to perform the communication method as in any of the first to third aspects. According to an eighth aspect of an embodiment of the present disclosure, a communication system is presented, comprising a first node, a second node and a t