Abstract: This application discloses a relay selection method and apparatus, a relay information transmission method and apparatus, and a terminal, and pertains to the technical field of communications. The method in the embodiments of this application includes: receiving, by a remote terminal, first information sent by a relay terminal, where the first information includes at least one of a relay hop count N or quality of service (QoS) information of the relay terminal, N represents an Nth hop of the relay terminal in a relay link, and N is a positive integer; and performing, by the remote terminal, relay terminal selection based on the first information.

Abstract: Embodiments of this application relate to the field of communication technologies, and in particular, to a roaming data processing method and apparatus, and a system. The method is used to effectively collect data of a terminal in a roaming scenario. The method includes a first data analytics network element receiving, from a visited first network element, data of a terminal on the first network element, where the data includes first information and a first identifier, the first information is used to indicate that the terminal is roaming, and the first information includes any one or more of the following information corresponding to the terminal: a home PLMN identifier, a visited PLMN identifier, home area information, and visited area information.

Abstract: This application discloses a data control method and apparatus, a communication device, and a readable storage medium. The data control method includes: obtaining, by a first communication device, first information or index information used to indicate a value of the first information, and performing a QoS control operation according to the first information or the index information used to indicate the value of the first information, where the first information includes at least one of the following: data description information of a data packet; data tunnel association information; data set association information; or first operation indication information.

Abstract: This application discloses a method and a network side device for obtaining a traffic characteristic analysis result. The method includes: receiving, by a first network side device, a request message sent by a second network side device, where the request message carries identification information of a target service flow; obtaining, by the first network side device, traffic characteristic information of the target service flow from a communication network based on the identification information of the target service flow; and obtaining a traffic characteristic analysis result of the target service flow based on the traffic characteristic information of the target service flow, where the traffic characteristic analysis result includes: first indication information or second indication information, the first indication information indicates importance of the target service flow, and the second indication information indicates a data unit to which the target service flow belongs.

Abstract: A policy determining method is disclosed, and includes: obtaining, based on a digital twin entity, first data and a label corresponding to the first data; and training, based on the first data and the label corresponding to the first data, to obtain an artificial intelligence AI model. The AI model is configured to obtain an air interface access policy and/or a user plane path selection policy of a plurality of terminal devices in a network or in an area. This helps resolve a problem of the air interface access policy and user plane path selection of the plurality of terminal devices in the network or in the area. This can further ensure that network energy consumption is the lowest when overall average service experience of the terminal devices reaches a specific threshold.

Abstract: An information processing method includes receiving, by a first communications device, a first analysis request; and sending, by the first communications device, a first analysis response based on the first analysis request. The first analysis request is used to request analysis of a first DNS query. The first analysis response includes at least one of: related information of a first DNS server; or related information of a first application server. The first DNS server is a DNS server corresponding to the first DNS query, and the first application server is an application server corresponding to the first DNS query.

Abstract: Embodiments of this application provide a user access control method. The method performed by a first network element includes: sending a first request including at least one of first indication information and second indication information to a second network element, where the first indication information indicates to report first information of at least one network slice to the first network element, and the second indication information indicates that the first network slice is a newly established network slice, a network slice on which a drive test is being performed, or a network slice for which no service level agreement is signed; receiving the first information of the at least one network slice from the second network element; and controlling user access to the first network slice based on a relationship between quality and a quality requirement of the at least one network slice.

Abstract: The present disclosure relates to communication methods and communication apparatuses. In one example method, a first data analytics network element receives first information of an application from a first network element, where the first information includes at least one of first application description information or an application status that correspond/corresponds to the application. The first application description information includes an application identifier and first IP information that correspond to the application, and the application status includes a foreground state or a background state of the application. The first data analytics network element determines second information based on the first information. The first data analytics network element sends the second information to a second network element.

Abstract: This application provides a model training method and apparatus. The method includes: obtaining first capability information and second capability information of a client; determining, based on the first capability information and the second capability information, that the client reports model information to a cloud server or an edge server; and sending first indication information to the client. The first indication information indicates the client to report the model information to the cloud server or the edge server. According to the model training method and apparatus provided in this application, in a horizontal federated training method in a hybrid mode, a manner of reporting local model information by the client may be flexibly selected based on capability information of the client, so that horizontal federated training efficiency can be improved.

Abstract: The present disclosure relates to communication methods and apparatuses. In one example method, a first access and management network element in a first network receives from a second network wireless access assistance information, which includes wireless access information corresponding to a terminal device and a matching condition corresponding to the wireless access information. The first access and management network element determines, based on the wireless access assistance information, wireless access information to be used by the terminal device, and sends it to an access network device in the first network.

Abstract: Embodiments of this application provide a slice information processing method and apparatus to preferentially allocate a network slice resource to a slice for which a slice service level agreement SLA has been signed. An example solution includes: An access network device determines that a slice service level agreement (SLA) has been signed for a first slice and that no slice SLA has been signed for a second slice. The access network device prioritizes a user behavior action of the first slice, or deprioritizes a user behavior action of the second slice.

Abstract: This application provides a data obtaining method and apparatus. The method includes: A data analysis network element in a first network determines that data that needs to be obtained includes to-be-analyzed data in a second network. The data analysis network element sends, to a first network element in the first network, a first request message for requesting to obtain the to-be-analyzed data, where the first request message includes first indication information, and the first indication information indicates that the to-be-analyzed data needs to be obtained from the second network.

Abstract: The invention discloses a weighted heterogeneous graph-oriented malicious behavior identification method, system and storage medium. The method comprises the following steps: constructing an inductive graph neural network model. The inductive graph neural network model comprises a subgraph extraction module, a plurality of feature vector generation and fusion modules and a classification learning module; performing training and learning for the inductive graph neural network model, extracting subgraphs, learning the latent vector representation of nodes in the subgraphs, obtaining a plurality of subgraph feature vectors corresponding to the subgraphs, and fusing a plurality of subgraph feature vectors. The node feature vector obtained by fusion is used for classification learning in the classification learning module; using the trained inductive graph neural network model for malicious behavior identification.

Abstract: Embodiments of this application provide a data processing method and apparatus. The method includes: parsing, by a user plane data processing network element, a received packet and determining first service type information of a data flow to which the packet belongs; obtaining, by the user plane data processing network element, second service type information of the data flow from a data analysis network element; and processing, by the user plane data processing network element, the data flow based on the first service type information and the second service type information. With the data processing method and apparatus disclosed herein, accuracy in identifying a service type of transmitted data can be improved.

Abstract: Embodiments of this application provide a method for determining a service experience model and a communication apparatus. The method includes: A data analysis network element obtains first association information corresponding to a first dataset and obtains a second dataset based on the first association information. The data analysis network element determines a fourth dataset based on first information and the second dataset, where the fourth dataset is a subset or all of the second dataset, and the first information includes capability information of the first device and/or capability information of the data analysis network element. The data analysis network element determines a service experience model of the service based on the fourth dataset. The data analysis network element does not need to obtain data of the service of the terminal device on the first device.

Abstract: Disclosed is a method for preparing a bispecific antibody using an annular orbitally shaken bioreactor, which adjusts the rotational speed and the pH in cell culture conditions, and other culture conditions. It is found that the cell culture method of the present invention can maintain a high cell viability for a long time and prolong the culture time. Prolonging the culture time in an annular orbitally shaken reactor can obtain a higher cell density and a long-term high cell viability.

Abstract: A session management method, an access management function device, and a session management device, where the method is carried out by an access and mobility management network element and includes: obtaining first subscription data of a terminal in a first communications network and second subscription data of the terminal in a second communications network, where the first subscription data includes a data network name (DNN), and the second subscription data includes an access point name (APN) corresponding to the DNN; allocating a bearer identifier to a bearer in a packet data network (PDN) connection corresponding to the APN; receiving a flow identifier that is of a flow in a protocol data unit (PDU) session corresponding to the DNN and that is sent by a session management network element; and sending the bearer identifier and the flow identifier to the terminal.

Abstract: The present disclosure relates to slice information processing methods. One example method includes sending, by a management and control function network element, a first request to a data analytics function network element, where the first request requests first information of a slice network including at least one slice, and the first request includes identity information of the at least one slice, and receiving, by the management and control function network element, a first response from the data analytics function network element, where the first response includes the first information, and the first information is used for at least one of user control or application control of each slice of the at least one slice.

Abstract: A communication method and apparatus. A first network device obtains first information from a second network device. The first network device obtains second information from a third network device. The first network device determines first experience information of a service of the terminal based on the first information and the second information. The first network device sends the first experience information to a fourth network device, where the first experience information is for determining a parameter that is of the service of the terminal and that is on the fourth network device.

Abstract: This application provides a policy determining method. The method includes: A first network element obtains first analytics information from a data analytics network element, where the first analytics information includes at least one of the following information: radio access type (RAT) related information or access frequency related information, and service experience analytics information corresponding to a RAT or an access frequency; and the first network element determines an access information selection policy of a terminal device based on the first analytics information, where the access information selection policy includes a target RAT or a target access frequency corresponding to the terminal device. The data analytics network element generates analytics information based on obtained network data and service data, and provides the analytics information for a network function network element.