CN116744457A - Intelligent task processing method, device, communication equipment and storage medium - Google Patents
Intelligent task processing method, device, communication equipment and storage medium Download PDFInfo
- Publication number
- CN116744457A CN116744457A CN202310595771.9A CN202310595771A CN116744457A CN 116744457 A CN116744457 A CN 116744457A CN 202310595771 A CN202310595771 A CN 202310595771A CN 116744457 A CN116744457 A CN 116744457A
- Authority
- CN
- China
- Prior art keywords
- intelligent
- target
- intelligent task
- core network
- network element
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000004891 communication Methods 0.000 title claims abstract description 93
- 238000003672 processing method Methods 0.000 title claims abstract description 18
- 238000012545 processing Methods 0.000 claims abstract description 89
- 238000000034 method Methods 0.000 claims abstract description 41
- 230000006870 function Effects 0.000 claims description 122
- 230000004044 response Effects 0.000 claims description 55
- 206010048669 Terminal state Diseases 0.000 claims description 17
- 238000004590 computer program Methods 0.000 claims description 16
- 230000008569 process Effects 0.000 description 12
- 238000004364 calculation method Methods 0.000 description 9
- 238000010586 diagram Methods 0.000 description 9
- 238000005516 engineering process Methods 0.000 description 8
- 238000007726 management method Methods 0.000 description 8
- 238000013528 artificial neural network Methods 0.000 description 6
- 238000010295 mobile communication Methods 0.000 description 6
- 230000003993 interaction Effects 0.000 description 5
- 238000004422 calculation algorithm Methods 0.000 description 4
- 230000008859 change Effects 0.000 description 4
- 238000013523 data management Methods 0.000 description 4
- 230000005540 biological transmission Effects 0.000 description 2
- 230000001413 cellular effect Effects 0.000 description 2
- 239000003795 chemical substances by application Substances 0.000 description 2
- 238000007405 data analysis Methods 0.000 description 2
- 238000012517 data analytics Methods 0.000 description 2
- 238000012423 maintenance Methods 0.000 description 2
- 238000012544 monitoring process Methods 0.000 description 2
- 230000003068 static effect Effects 0.000 description 2
- OKTJSMMVPCPJKN-UHFFFAOYSA-N Carbon Chemical compound [C] OKTJSMMVPCPJKN-UHFFFAOYSA-N 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 229910021389 graphene Inorganic materials 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/12—Wireless traffic scheduling
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Mobile Radio Communication Systems (AREA)
Abstract
The application relates to an intelligent task processing method, an intelligent task processing device, communication equipment and a storage medium. The method comprises the following steps: acquiring an intelligent task request; determining a target core network element for executing an intelligent task corresponding to the intelligent task request and allocation information of the intelligent task based on the operation capability of each candidate core network element; and distributing the intelligent tasks to the target core network element and the target terminal based on the distribution information. By adopting the method, the processing efficiency of the intelligent task can be improved.
Description
Technical Field
The present application relates to the field of mobile communications technologies, and in particular, to an intelligent task processing method, an intelligent task processing device, a communication device, and a storage medium.
Background
With the development of mobile communication technology, intelligent tasks processed by the terminal are more and more complex, and when the computing power of the terminal cannot independently complete the intelligent tasks, the terminal needs to process the intelligent tasks by combining with a core network element of a core network.
In the conventional technology, a terminal needs to perform data interaction with NWDAF (Network Data Analytics Function, network data analysis function) through AF (Application Function ) and OAM (Operation Administration and Maintenance, operation administration maintenance system) in an indirect communication manner, which results in low data interaction efficiency, thereby resulting in lower processing efficiency of an intelligent task.
Disclosure of Invention
In view of the foregoing, it is desirable to provide an intelligent task processing method, an apparatus, a communication device, and a storage medium that can improve the intelligent task processing efficiency.
In a first aspect, the present application provides an intelligent task processing method. The method comprises the following steps:
acquiring an intelligent task request;
determining a target core network element for executing the intelligent task corresponding to the intelligent task request and allocation information of the intelligent task based on the operation capability of each candidate core network element;
and distributing the intelligent task to the target core network element and the target terminal based on the distribution information.
In one embodiment, the assigning the intelligent task to the target core network element and the target terminal based on the assignment information includes:
generating intelligent task response information based on the allocation information and a target communication address of the target core network element;
transmitting the intelligent task response information to the target terminal;
and distributing the intelligent task to the target core network element based on the target communication address and the distribution information.
In one embodiment, the method further comprises:
When the update state information of the target terminal is received, updating the distribution information to obtain updated distribution information; the update state information comprises at least one of terminal update state information and environment update state information;
and distributing the intelligent task to the target core network element and the target terminal based on the updated distribution information.
In one embodiment, the method comprises:
acquiring an intelligent communication address of an intelligent service function;
based on the intelligent communication address, sending an intelligent task request to the intelligent service function;
based on the intelligent task request, receiving intelligent task response information sent by the intelligent service function; the intelligent task response information comprises a target communication address of a target core network element and allocation information of an intelligent task corresponding to the intelligent task request;
and processing the intelligent task according to the allocation information by combining the target core network element based on the target communication address to obtain a processing result of the intelligent task.
In one embodiment, the processing the intelligent task according to the allocation information by combining the target core network element based on the target communication address, and obtaining a processing result of the intelligent task includes:
Acquiring a terminal control plane address and a base station control plane address of a target base station;
exchanging an intermediate processing result of the intelligent task with the target core network element based on the terminal control plane address, the base station control plane address and the target communication address;
and obtaining the processing result of the intelligent task until the intelligent task is processed.
In one embodiment, the method further comprises:
when the terminal state information is changed, the updated state information is sent to the intelligent service function; the terminal state information comprises at least one of terminal state information and environment state information;
acquiring update allocation information sent by the intelligent service function;
and processing the intelligent task according to the updated allocation information by combining the target core network element based on the target communication address to obtain a processing result of the intelligent task.
In one embodiment, the acquiring the intelligent communication address of the intelligent service function includes:
sending a registration request to a target base station; the target base station is used for sending the registration request to a target multi-access control function, and the target base station receives a terminal control plane address, a base station control plane address and an intelligent communication address of the intelligent service function, which are sent by the target multi-access control function;
Receiving registration response information sent by the target base station; the registration response information comprises the terminal control plane address, the base station control plane address and the intelligent communication address of the intelligent service function.
In a second aspect, the application further provides an intelligent task processing device. The device comprises:
the acquisition module is used for acquiring the intelligent task request;
the determining module is used for determining a target core network element for executing the intelligent task corresponding to the intelligent task request and the allocation information of the intelligent task based on the operation capability of each candidate core network element;
and the allocation module is used for allocating the intelligent tasks to the target core network element and the target terminal based on the allocation information.
In a third aspect, the present application also provides a communication device comprising a memory storing a computer program and a processor implementing the steps of the method of any of the first aspects when the computer program is executed by the processor.
In a fourth aspect, the present application also provides a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of the method of any of the first aspects.
In a fifth aspect, the application also provides a computer program product comprising a computer program which, when executed by a processor, implements the steps of the method of any of the first aspects.
According to the intelligent task processing method, the device, the communication equipment and the storage medium, when the target terminal cannot independently complete the intelligent task, the target terminal sends the intelligent task request to the intelligent service function, the intelligent service function is a core network element of the core network, the computing capability of each candidate core network element is obtained, the target core network element which jointly executes the intelligent task with the target terminal is selected according to the computing capability of each candidate core network element, the intelligent task is distributed to the target core network element and the target terminal through the intelligent service function, and the target core network element and the target terminal cooperatively process the intelligent task, so that the processing efficiency of the intelligent task is improved.
Drawings
FIG. 1 is an application scenario diagram of a method of intelligent task processing in one embodiment;
FIG. 2 is a flow chart of a method of processing intelligent tasks in one embodiment;
FIG. 3 is a diagram of a computational graph corresponding to a smart task in one embodiment;
FIG. 4 is a flow diagram of intelligent task allocation in one embodiment;
FIG. 5 is a schematic flow diagram of a terminal processing an intelligent task in one embodiment;
fig. 6 is a schematic flow chart of a cooperative processing of intelligent tasks by a terminal and a core network element in an embodiment;
FIG. 7 is a flow diagram of a terminal establishing a connection in one embodiment;
FIG. 8 is a flow diagram of intelligent task processing in one embodiment;
FIG. 9 is a block diagram of an intelligent task processing device in one embodiment;
fig. 10 is an internal structural diagram of a communication device in one embodiment.
Detailed Description
The present application will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present application more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
The intelligent task processing method provided by the embodiment of the application can be applied to an application scene shown in fig. 1, wherein the scene comprises a user terminal 102, an access network device 104 and a core network device 106. The terminal 102 may be a wireless terminal, which may be a device that provides voice and/or other traffic data connectivity to a user, or a handheld device with wireless connectivity, or other processing device connected to a wireless modem. The terminal 102 may communicate with one or more core network devices 106 via an access network device 104, which may be mobile terminals such as mobile telephones (or "cellular" telephones) and computers with mobile terminals, which may be portable, pocket, hand-held, computer-built-in, or vehicle-mounted mobile devices that exchange voice and/or data with a radio access network, for example. A Terminal may also be referred to as a system, subscriber Unit (Subscriber Unit), subscriber Station (Subscriber Station), mobile Station (Mobile Station), remote Station (Remote Station), remote Terminal (Remote Terminal), access Terminal (Access Terminal), user Terminal (User Terminal), user Agent (User Agent), user equipment (User Device or User Equipment), without limitation.
The access network device 104 serves the control plane function, and may be a 5G (5 th Generation Mobile Communication Technology, fifth generation mobile communication technology) base station, a 6G (6 th Generation Mobile Communication Technology, sixth generation mobile communication technology) base station, which is not limited herein. For example, the 5G base station is split into gNB-CU (the next Generation Node B-Centralized Unit) and gNB-DU (the next Generation Node B-Distributed Unit,5G distribution Unit), and then the gNB-CU performs C-plane and U-plane functions, and the 5G base station realizes control plane function service. After the control plane of the base station is served, the base station can directly communicate with the core network element, AMF (Access and Mobility Management Function, access and mobility management functions) forwarding is reduced, interaction between the base station and other services (including control plane services of the core network element and other base stations) can be converted from serial interaction to multiparty parallel interaction, and supported services and service IP addresses (Internet Protocol Address, internet protocol addresses) can be registered in the service addressing function.
The core network is made up of a number of core network elements including, but not limited to, AMF (Access and Mobility Management Function, access and mobility management functions), SMF (Session Management function, session management functions), UPF (The User plane function, user plane functions) and UDM (The Unified Data Management, unified data management functions), etc.
In one embodiment, as shown in fig. 2, an intelligent task processing method is provided, and an example of application of the method to an intelligent service function in a core network is illustrated, including steps 202 to 206.
Step 202, an intelligent task request is obtained.
The intelligent service function is a functional body for receiving, processing and monitoring execution of the intelligent task, and it can be understood that the intelligent service function is a core network element newly added in the core network and is used for distributing and monitoring the intelligent task. The intelligent task request refers to an instruction for requesting the intelligent service function to allocate an intelligent task. The intelligent task request includes, but is not limited to, related description information of an intelligent task and related description information of a target terminal, where the related description information of the intelligent task may be at least one of an algorithm type, an algorithm structure, a number of neural networks, a number of nodes of each neural network, model cutting suggestion information, and the like of the intelligent task, and the related description information of the target terminal may be at least one of an electric quantity, an algorithm force, a signal strength, a connection state, and the like of the target terminal. Intelligent tasks refer to specific work around the category of artificial intelligence and may be model reasoning, model training, data collection, data processing, and the like.
When the target terminal needs to cooperate with the core network to process the intelligent task, the target terminal sends an intelligent task request to the target base station, and after the target base station receives the intelligent task request, the target base station sends the intelligent task request to the intelligent service function, and the intelligent service function receives the intelligent task request.
Step 204, determining a target core network element for executing the intelligent task corresponding to the intelligent task request and the allocation information of the intelligent task based on the operation capability of each candidate core network element.
The candidate core network element refers to a core network element with data processing capability. The candidate core network element may be NWDAF (Network Data Analytics Function, network data analysis function) or may be another core network element with data processing capability. The computing capabilities include, but are not limited to, computing power, supported algorithms, and load conditions, among others. The allocation information refers to information of intelligent task allocation. The allocation information includes, but is not limited to, subtasks of each target core network element and subtasks of the target terminal.
The intelligent service function obtains the computing capacity of each candidate core network element, selects a target core network element for processing the intelligent task based on the computing capacity of each candidate core network element, and distributes the intelligent task according to the related description of the intelligent task in the intelligent task request and the computing capacity of the target core network element to obtain the distribution information of the intelligent task. For example, as shown in fig. 3, the calculation graph corresponding to the intelligent task includes 5 layers of neural networks, each layer of neural network corresponds to a plurality of calculation nodes, and if the number of the target core network elements is 4, the allocation information may be allocated to the target terminal by the calculation nodes of the layer 0 neural network, and the calculation nodes of the layer 1 to the layer fourth neural network are respectively allocated to one target core network element.
And step 206, distributing the intelligent tasks to the target core network element and the target terminal based on the distribution information.
The target terminal refers to a terminal for processing the intelligent task, namely a terminal for sending the intelligent task request.
Illustratively, the intelligent service function assigns intelligent tasks to the target core network element and the target terminal based on the assignment information.
In the intelligent task processing method, when the target terminal cannot independently complete the intelligent task, the target terminal sends an intelligent task request to the intelligent service function, the intelligent service function is a core network element of the core network, the intelligent service function is provided with the computing capability of acquiring each candidate core network element, the target core network element which jointly executes the intelligent task with the target terminal is selected according to the computing capability of each candidate core network element, the intelligent task is distributed to the target core network element and the target terminal through the intelligent service function, and the target core network element and the target terminal cooperatively process the intelligent task, so that the processing efficiency of the intelligent task is improved.
In one embodiment, as shown in fig. 4, assigning the intelligent task to the target core network element and the target terminal based on the assignment information includes:
Step 402, generating intelligent task response information based on the allocation information and the target communication address of the target core network element.
The target communication address refers to an IP address of the target core network element. The intelligent task response information refers to feedback information of the intelligent task request. The intelligent task response information includes, but is not limited to, a target communication address and allocation information.
Illustratively, the intelligent service function, after determining the target core network element and the allocation information, obtains a target communication address of the target core network element, and generates intelligent task response information based on the allocation information and the target communication address.
And step 404, transmitting the intelligent task response information to the target terminal.
The intelligent service function sends the intelligent task response information to the target base station based on the base station control plane address of the target base station, and the target base station sends the intelligent task response information to the target terminal based on the terminal control plane address of the target terminal after receiving the intelligent task response information.
And step 406, distributing the intelligent task to the target core network element based on the target communication address and the distribution information.
Illustratively, the intelligent service function assigns an intelligent task to a target core network element corresponding to the target communication address based on the assignment information.
In this embodiment, the intelligent service function directly sends the intelligent task response information to the target base station control plane service of the target base station according to the base station control plane address, and the target base station sends the intelligent task response information to the target terminal, so that forwarding of the intelligent task response information is reduced, and information transmission efficiency between the intelligent service function and the target base station and between the intelligent service function and the target terminal is improved.
In one embodiment, the intelligent task processing method further comprises:
when the update state information of the target terminal is received, updating the allocation information to obtain update allocation information; the update state information includes at least one of terminal update state information and environment update state information; and based on the updated allocation information, the intelligent tasks are allocated to the target core network element and the target terminal.
The updated state information refers to current state information of the target terminal, and the updated state information of the terminal in the current state information is changed compared with the previous state information of the terminal or the updated state information of the environment is changed compared with the previous state information of the environment. The terminal status information refers to information of the target terminal, and includes, but is not limited to, at least one of terminal power, terminal computing power, terminal memory, and the like. The environmental status information refers to information of an environment in which the target terminal is located, and includes, but is not limited to, at least one of network information, connection status, signal quality, and terminal location.
When at least one of the terminal state information and the environment state information of the target terminal is changed, the target terminal acquires the terminal update state information and the environment update state information, generates update state information, sends the update state information to the target base station control plane service based on the base station control plane address of the target base station, sends the update state information to the intelligent service function based on the intelligent communication address, and after receiving the update state information, the intelligent service function updates the allocation information based on the update state information to obtain update allocation information, and then allocates an intelligent task to the target core network element and the target terminal based on the update allocation information. For example, when the updated state information indicates that the power of the target terminal is insufficient, the intelligent service function allocates a part of the computing nodes to be processed by the target terminal to the target core network element, thereby reducing the power consumption of the target terminal.
In this embodiment, the intelligent service function adjusts the allocation information of the intelligent task in a timely manner according to the state information of the target terminal, so that the situation that the target terminal cannot complete the subtasks to be processed in time or the target terminal cannot normally exchange intermediate data with the target core network element due to the change of the state information of the target terminal is avoided, the processing time of the intelligent task is increased, and the processing efficiency of the intelligent task is improved.
In one embodiment, as shown in fig. 5, an intelligent task processing method is applied to a terminal, and includes:
step 502, an intelligent communication address of an intelligent service function is obtained.
For example, when the target terminal cannot independently complete the intelligent task, the target terminal sends a registration request to the target base station, the target base station sends intelligent registration response information to the target terminal, and the target terminal acquires the intelligent communication address of the intelligent service and the base station control plane address of the target base station from the registration response information.
Step 504, based on the intelligent communication address, sends an intelligent task request to the intelligent service function.
The target terminal sends the intelligent task request to the target base station control plane service based on the base station control plane address of the target base station, and the target base station control plane service sends the intelligent task request to the intelligent service function based on the intelligent communication address.
Step 506, based on the intelligent task request, receiving intelligent task response information sent by the intelligent service function; the intelligent task response information comprises a target communication address of a target core network element and allocation information of an intelligent task corresponding to the intelligent task request.
The intelligent service function receives the intelligent task request, determines target core network elements and allocation information based on the intelligent task request and the computing capability of the candidate core network elements, generates intelligent task response information based on the target communication address and the allocation information of the target core network elements, sends the intelligent task response information to the target base station control plane service based on the base station control plane address of the target base station, sends the intelligent task response information to the target terminal based on the terminal control plane address of the target terminal, and receives the intelligent task response information by the target terminal.
And step 508, processing the intelligent task by combining the target core network element according to the allocation information based on the target communication address to obtain a processing result of the intelligent task.
In the process of processing the intelligent task according to the allocation information, the target terminal and the target core network element exchange intermediate results based on the target communication address until the processing result of the intelligent task is obtained. For example, in the computation graph shown in fig. 3, the output of a part of the computation nodes is the input of a part of the computation nodes, and assuming that the output of an a computation node is the input of a B computation node, the a computation node is processed by a target terminal, and the B computation node is processed by a target core network element, the target terminal needs to send the output of the a computation node to the target core network element that processes the B computation node.
In this embodiment, the direct communication is performed between the target base station control plane service of the target base station and the target core network element, and the direct communication is performed between the target core network elements, so that the forwarding of information is reduced, and the information transmission efficiency is improved.
In one embodiment, as shown in fig. 6, based on the target communication address, the processing of the intelligent task by the combined target core network element according to the allocation information, to obtain the processing result of the intelligent task includes:
step 602, obtaining a terminal control plane address and a base station control plane address of a target base station.
The terminal control plane address refers to an IP address of the terminal control plane service. The base station control plane address refers to the IP address of the base station control plane service.
Illustratively, the target terminal obtains the terminal control plane address and the base station control plane address of the target base station from the registration response information.
Step 604, exchanging an intermediate processing result of the intelligent task with the target core network element based on the terminal control plane address, the base station control plane address and the target communication address.
The intermediate processing result refers to a result obtained in the process of processing the intelligent task. For example, as shown in the calculation graph in fig. 3, the intermediate processing result may be a calculation result of a calculation node, or may be a calculation result obtained by processing a plurality of calculation nodes for the same target core network element.
When the target terminal needs to send the intermediate processing result to the target core network element, the target terminal sends the intermediate processing result and the target communication address to a target base station control plane service based on the base station control plane address, and the target base station control plane service sends the intermediate result to the target core network element corresponding to the target communication address based on the target communication address; when the target core network element needs to send the intermediate processing result to the target terminal, the target core network element sends the intermediate processing result and the terminal control plane address to the target base station control plane service based on the base station control plane address, and the target base station control plane service sends the intermediate processing result to the target terminal based on the terminal control plane address.
Step 606, until the intelligent task processing is completed, obtaining the processing result of the intelligent task.
The target terminal obtains the processing result of the intelligent task, for example, until the target terminal and the target core network element cooperatively complete the processing of the intelligent task.
In this embodiment, the target base station uses the target base station control plane service to directly communicate with the target core network element, so as to improve the communication efficiency between the target terminal and the target base station and the target core network element, and furthermore, the target terminal and the target core network element exchange intermediate processing results, thereby ensuring the realizability of the intelligent task allocation processing and improving the processing efficiency of the intelligent task.
In one embodiment, when the terminal state information of the target terminal is changed, the intelligent task processing method further includes:
when the state information of the terminal is changed, the updated state information is sent to the intelligent service function; the terminal state information includes at least one of terminal state information and environment state information; acquiring update allocation information sent by an intelligent service function; and processing the intelligent task by combining the target core network element according to the updated allocation information based on the target communication address to obtain a processing result of the intelligent task.
The target terminal obtains terminal state information and environment state information based on a preset time interval, generates update state information when at least one of the terminal state information and the environment state information changes, sends the update state information and the intelligent communication address to the target base station control plane service based on the base station control plane address, sends the update state information to the intelligent service function based on the intelligent communication address, and after receiving the update state information, the intelligent service function updates the allocation information based on the update state information to obtain update allocation information, then sends the update allocation information and the terminal control plane address to the target base station control plane service based on the base station control plane address, and sends the update allocation information to the target terminal based on the terminal control plane address.
In this embodiment, when the terminal state information of the target terminal is changed, in order to reduce the influence of the change of the terminal state information on the processing of the intelligent task, the update state information is timely sent to the intelligent service function, and the intelligent service function timely adjusts the allocation information according to the update state information to obtain update allocation information suitable for the target terminal, thereby improving the processing efficiency of the intelligent task.
In one embodiment, obtaining the intelligent communication address of the intelligent service function includes:
sending a registration request to a target base station; the target base station is used for sending a registration request to the target multi-access control function, and receiving a terminal control plane address, a base station control plane address and an intelligent communication address of the intelligent service function, which are sent by the target multi-access control function; receiving registration response information sent by a target base station; the registration response information includes a terminal control plane address, a base station control plane address, and an intelligent communication address of the intelligent service function.
The registration request refers to an initial registration request sent by the target terminal. The target base station refers to a base station that receives the registration request. The multiple access control function refers to a core network element having an authentication management function, and the multiple access control function may be an AMF (Authentication Management Function ). The registration response information refers to feedback information of the registration request.
The target terminal sends a registration request to the target base station, and after receiving the registration request, the target base station sends registration response information to the target terminal, and the target terminal receives the registration response information sent by the target base station, wherein the registration response information comprises a terminal control plane address, a base station control plane address and an intelligent communication address of an intelligent service function.
In one embodiment, the registration flow of the target terminal is as shown in fig. 7:
step 1: the target terminal sends a registration request to a target base station;
step 2: after receiving the registration request, the target base station sends a registration service inquiry request to a service addressing function;
step 3: the service addressing function determines a target multi-access control function according to the access type and the position of the target terminal;
step 4: the service addressing function sends registration service response information to the target base station, wherein the registration service response information comprises the IP address of the target multi-access control function;
step 5: the target base station sends a registration request to the target multi-access control function based on the IP address of the target multi-access control function;
step 6: the target multi-access control function sends a registration service inquiry request to the service addressing function;
Step 7: the service addressing function sends registration service response information to the target multiple access control function, where the registration service response information includes other core network elements such as AUSF (Authentication Server Function, authentication service function) and UDM (Unified Data Management, unified data management function).
Step 8: after receiving the registration service response information, the target multi-access control function cooperates with other core network elements such as AUSF and UDM to finish the authentication of the target terminal;
step 9: after the target multi-access control function completes the authentication of the target terminal, a terminal control plane address is allocated to the target terminal, and a base station control plane address is allocated to the target base station;
step 10: the target multi-access control function sends registration response information to the target base station, and the target base station sends the registration response information to the target terminal, wherein the registration response information comprises a terminal control plane address and a base station control plane address.
In this embodiment, the target terminal completes registration, and lays a foundation for realizing cooperative processing of intelligent tasks with the target core network element.
In one exemplary embodiment, the process flow of the intelligent task is as shown in FIG. 8:
step 1: when the target terminal needs to cooperate with the core network to process the intelligent task, the target terminal sends an intelligent task request to the target base station control plane service, and after receiving the intelligent task request, the target base station control plane service sends the intelligent task request to an intelligent service function;
Step 2: after receiving the intelligent service request, the intelligent service function acquires the operation capability of each candidate core network element, selects a target core network element for processing the intelligent task based on the operation capability of each candidate core network element, and distributes the intelligent task according to the related description of the intelligent task in the intelligent task request and the operation capability of the target core network element to obtain the distribution information of the intelligent task.
Step 3, the intelligent service function distributes the intelligent task to the target core network element based on the distribution information;
step 4, the intelligent service function sends the intelligent task response information to the target base station control plane service based on the base station control plane address of the target base station, and after receiving the intelligent task response information, the target base station control plane service sends the intelligent task response information to the target terminal based on the terminal control plane address of the target terminal;
step 5: the target base station cooperates with the target core network element to process the intelligent task according to the allocation information;
step 6: when the terminal state information of the target terminal is changed, the target terminal sends the updated state information and the intelligent communication address to a target base station control plane service based on the base station control plane address, and the target base station control plane service sends the updated state information to an intelligent service function corresponding to the intelligent communication address based on the intelligent communication address;
Step 7: after receiving the update state information, the intelligent service function updates the distribution information based on the update state information to obtain update distribution information;
step 8: the intelligent service function sends update allocation information to a target core network element based on the target communication address;
step 9: the intelligent service function sends the update allocation information and the terminal control plane address to the target base station control plane service based on the base station control plane address, and the target base station control plane service sends the update allocation information to the target terminal based on the terminal control plane address
Step 10: and the target terminal and the target core network element process the intelligent task according to the updated allocation information until a processing result of the intelligent task is obtained.
In the intelligent task processing method, when the target terminal cannot independently complete the intelligent task, the target terminal sends an intelligent task request to the intelligent service function, the intelligent service function is a core network element of the core network, the intelligent service function is provided with the computing capability of acquiring each candidate core network element, the target core network element which jointly executes the intelligent task with the target terminal is selected according to the computing capability of each candidate core network element, the intelligent task is distributed to the target core network element and the target terminal through the intelligent service function, and the target core network element and the target terminal cooperatively process the intelligent task, so that the processing efficiency of the intelligent task is improved.
It should be understood that, although the steps in the flowcharts related to the embodiments described above are sequentially shown as indicated by arrows, these steps are not necessarily sequentially performed in the order indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in the flowcharts described in the above embodiments may include a plurality of steps or a plurality of stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of the steps or stages is not necessarily performed sequentially, but may be performed alternately or alternately with at least some of the other steps or stages.
Based on the same inventive concept, the embodiment of the application also provides an intelligent task processing device for realizing the above-mentioned intelligent task processing method. The implementation of the solution provided by the device is similar to the implementation described in the above method, so the specific limitation of one or more embodiments of the intelligent task processing device provided below may refer to the limitation of the intelligent task processing method described above, and will not be repeated here.
In one embodiment, as shown in fig. 9, there is provided an intelligent task processing device, including: an acquisition module 902, a determination module 904, and an allocation module 906, wherein:
an obtaining module 902 is configured to obtain an intelligent task request.
A determining module 904, configured to determine, based on the computing capabilities of each candidate core network element, a target core network element for executing the intelligent task corresponding to the intelligent task request, and allocation information of the intelligent task.
And the allocation module 906 is used for allocating the intelligent tasks to the target core network element and the target terminal based on the allocation information.
In one embodiment, the assignment module 906 is further configured to: generating intelligent task response information based on the allocation information and the target communication address of the target core network element; transmitting the intelligent task response information to the target terminal; and distributing the intelligent tasks to the target core network element based on the target communication address and the distribution information.
In one embodiment, the assignment module 906 is further configured to: when the update state information of the target terminal is received, updating the allocation information to obtain update allocation information; the update state information includes at least one of terminal update state information and environment update state information; and based on the updated allocation information, the intelligent tasks are allocated to the target core network element and the target terminal.
In one embodiment, the intelligent task processing device further comprises an address acquisition module, a sending module, a receiving module and a processing module, wherein:
and the address acquisition module is used for acquiring the intelligent communication address of the intelligent service function.
And the sending module is used for sending the intelligent task request to the intelligent service function based on the intelligent communication address.
The receiving module is used for receiving intelligent task response information sent by the intelligent service function based on the intelligent task request; the intelligent task response information comprises a target communication address of a target core network element and allocation information of an intelligent task corresponding to the intelligent task request.
And the processing module is used for processing the intelligent task according to the distribution information by combining the target core network element based on the target communication address to obtain a processing result of the intelligent task.
In one embodiment, the processing module is further to: acquiring a terminal control plane address and a base station control plane address of a target base station; based on terminal control plane address, base station control plane address and target communication address, exchanging intermediate processing result of intelligent task with target core network element; and obtaining the processing result of the intelligent task until the intelligent task is processed.
In one embodiment, the processing module is further to: when the state information of the terminal is changed, the updated state information is sent to the intelligent service function; the terminal state information includes at least one of terminal state information and environment state information; acquiring update allocation information sent by an intelligent service function; and processing the intelligent task by combining the target core network element according to the updated allocation information based on the target communication address to obtain a processing result of the intelligent task.
In one embodiment, the address acquisition module is further to: sending a registration request to a target base station; the target base station is used for sending a registration request to the target multi-access control function, and receiving a terminal control plane address, a base station control plane address and an intelligent communication address of the intelligent service function, which are sent by the target multi-access control function; receiving registration response information sent by a target base station; the registration response information includes a terminal control plane address, a base station control plane address, and an intelligent communication address of the intelligent service function.
The various modules in the intelligent processing device described above may be implemented in whole or in part by software, hardware, and combinations thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a communication device is provided, which may be a terminal, and the internal structure thereof may be as shown in fig. 10. The communication device includes a processor, a memory, an input/output interface, a communication interface, a display unit, and an input means. The processor, the memory and the input/output interface are connected through a system bus, and the communication interface, the display unit and the input device are connected to the system bus through the input/output interface. Wherein the processor of the communication device is configured to provide computing and control capabilities. The memory of the communication device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The input/output interface of the communication device is used to exchange information between the processor and the external device. The communication interface of the communication device is used for carrying out wired or wireless communication with an external terminal, and the wireless mode can be realized through WIFI, a mobile cellular network, NFC (near field communication) or other technologies. The computer program, when executed by a processor, implements a method for intelligent task processing. The display unit of the communication device is used for forming a visually visible picture and can be a display screen, a projection device or a virtual reality imaging device. The display screen can be a liquid crystal display screen or an electronic ink display screen, and the input device of the communication equipment can be a touch layer covered on the display screen, can also be a key, a track ball or a touch pad arranged on the shell of the communication equipment, and can also be an external keyboard, a touch pad or a mouse and the like.
It will be appreciated by those skilled in the art that the structure shown in FIG. 10 is merely a block diagram of some of the structures associated with the present inventive arrangements and is not limiting of the computer device to which the present inventive arrangements may be applied, and that a particular computer device may include more or fewer components than shown, or may combine some of the components, or have a different arrangement of components.
In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored which, when executed by a processor, carries out the steps of the method embodiments described above.
In an embodiment, a computer program product is provided, comprising a computer program which, when executed by a processor, implements the steps of the method embodiments described above.
The user information (including but not limited to user equipment information, user personal information, etc.) and the data (including but not limited to data for analysis, stored data, presented data, etc.) related to the present application are information and data authorized by the user or sufficiently authorized by each party.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, database, or other medium used in embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, high density embedded nonvolatile Memory, resistive random access Memory (ReRAM), magnetic random access Memory (Magnetoresistive Random Access Memory, MRAM), ferroelectric Memory (Ferroelectric Random Access Memory, FRAM), phase change Memory (Phase Change Memory, PCM), graphene Memory, and the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory, and the like. By way of illustration, and not limitation, RAM can be in the form of a variety of forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), and the like. The databases referred to in the embodiments provided herein may include at least one of a relational database and a non-relational database. The non-relational database may include, but is not limited to, a blockchain-based distributed database, and the like. The processor referred to in the embodiments provided in the present application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic unit, a data processing logic unit based on quantum computing, or the like, but is not limited thereto.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The foregoing examples illustrate only a few embodiments of the application and are described in detail herein without thereby limiting the scope of the application. It should be noted that it will be apparent to those skilled in the art that several variations and modifications can be made without departing from the spirit of the application, which are all within the scope of the application. Accordingly, the scope of the application should be assessed as that of the appended claims.
Claims (10)
1. An intelligent task processing method, characterized in that the method comprises the following steps:
acquiring an intelligent task request;
determining a target core network element for executing the intelligent task corresponding to the intelligent task request and allocation information of the intelligent task based on the operation capability of each candidate core network element;
and distributing the intelligent task to the target core network element and the target terminal based on the distribution information.
2. The method of claim 1, wherein the assigning the intelligent task to the target core network element and target terminal based on the assignment information comprises:
generating intelligent task response information based on the allocation information and a target communication address of the target core network element;
transmitting the intelligent task response information to the target terminal;
and distributing the intelligent task to the target core network element based on the target communication address and the distribution information.
3. The method according to claim 1, wherein the method further comprises:
when the update state information of the target terminal is received, updating the distribution information to obtain updated distribution information; the update state information comprises at least one of terminal update state information and environment update state information;
and distributing the intelligent task to the target core network element and the target terminal based on the updated distribution information.
4. An intelligent task processing method, characterized in that the method comprises the following steps:
acquiring an intelligent communication address of an intelligent service function;
based on the intelligent communication address, sending an intelligent task request to the intelligent service function;
Based on the intelligent task request, receiving intelligent task response information sent by the intelligent service function; the intelligent task response information comprises a target communication address of a target core network element and allocation information of an intelligent task corresponding to the intelligent task request;
and processing the intelligent task according to the allocation information by combining the target core network element based on the target communication address to obtain a processing result of the intelligent task.
5. The method of claim 4, wherein the processing the intelligent task in conjunction with the target core network element according to the allocation information based on the target communication address to obtain a processing result of the intelligent task comprises:
acquiring a terminal control plane address and a base station control plane address of a target base station;
exchanging an intermediate processing result of the intelligent task with the target core network element based on the terminal control plane address, the base station control plane address and the target communication address;
and obtaining the processing result of the intelligent task until the intelligent task is processed.
6. The method according to claim 4, wherein the method further comprises:
When the terminal state information is changed, the updated state information is sent to the intelligent service function; the terminal state information comprises at least one of terminal state information and environment state information;
acquiring update allocation information sent by the intelligent service function;
and processing the intelligent task according to the updated allocation information by combining the target core network element based on the target communication address to obtain a processing result of the intelligent task.
7. The method of claim 4, wherein the obtaining the intelligent communication address of the intelligent service function comprises:
sending a registration request to a target base station; the target base station is used for sending the registration request to a target multi-access control function, and the target base station receives a terminal control plane address, a base station control plane address and an intelligent communication address of the intelligent service function, which are sent by the target multi-access control function;
receiving registration response information sent by the target base station; the registration response information comprises the terminal control plane address, the base station control plane address and the intelligent communication address of the intelligent service function.
8. An intelligent task processing device, the device comprising:
The acquisition module is used for acquiring the intelligent task request;
the determining module is used for determining a target core network element for executing the intelligent task corresponding to the intelligent task request and the allocation information of the intelligent task based on the operation capability of each candidate core network element;
and the allocation module is used for allocating the intelligent tasks to the target core network element and the target terminal based on the allocation information.
9. A communication device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any of claims 1 to 7 when the computer program is executed.
10. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310595771.9A CN116744457A (en) | 2023-05-24 | 2023-05-24 | Intelligent task processing method, device, communication equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310595771.9A CN116744457A (en) | 2023-05-24 | 2023-05-24 | Intelligent task processing method, device, communication equipment and storage medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN116744457A true CN116744457A (en) | 2023-09-12 |
Family
ID=87908914
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310595771.9A Pending CN116744457A (en) | 2023-05-24 | 2023-05-24 | Intelligent task processing method, device, communication equipment and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN116744457A (en) |
-
2023
- 2023-05-24 CN CN202310595771.9A patent/CN116744457A/en active Pending
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Chen et al. | On the computation offloading at ad hoc cloudlet: architecture and service modes | |
| Chen et al. | Exploiting massive D2D collaboration for energy-efficient mobile edge computing | |
| Lin et al. | Resource allocation in vehicular cloud computing systems with heterogeneous vehicles and roadside units | |
| US11876856B2 (en) | Method for computational-power sharing and related device | |
| CN110120988A (en) | Address management method, equipment and system | |
| CN110167088A (en) | A kind of management method and device of session | |
| CN110166580A (en) | Method, equipment and the system of resource management | |
| KR20210119504A (en) | Communication method and apparatus, entity and computer readable storage medium | |
| CN109429214A (en) | Service conversation method for building up, equipment and system | |
| CN112291363A (en) | Wireless communication method, device, electronic equipment and computer readable storage medium | |
| WO2024104284A1 (en) | Nwdaf-based management and decision-making method for computing resources | |
| CN112003986B (en) | Voice outbound method, device, computer equipment and storage medium | |
| CN112714146B (en) | Resource scheduling method, device, equipment and computer readable storage medium | |
| WO2023169374A1 (en) | Routing method and system, and node | |
| CN116744457A (en) | Intelligent task processing method, device, communication equipment and storage medium | |
| EP3928566A1 (en) | Entities for providing an external service to a network | |
| CN111315037B (en) | Communication link establishing method and device, computer equipment and storage medium | |
| CN103731510A (en) | Data interaction method for application layer of wireless sensor network based on IPv6 (internal protocol version 6) | |
| CN106506176A (en) | A kind of strategy and charging regulation generation method and system | |
| CN112511403A (en) | Virtual local area network communication method, equipment and storage medium | |
| Han et al. | Opportunistic coded distributed computing: An evolutionary game approach | |
| CN108848156B (en) | Access gateway processing method, device and storage medium | |
| CN114448806A (en) | Resource scheduling method and device of software defined network | |
| Mehta et al. | A crowd-cloud architecture for big data analytics | |
| Tetarave et al. | Enhancing quality of experience using peer‐to‐peer overlay on device‐to‐device communications |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |