Abstract: An information transmission method and an apparatus. The information transmission method includes: a receive end sends first indication information, where the first indication information indicates a target receiving mode of the receive end, and the target receiving mode is one of a plurality of receiving modes. The receive end receives service information based on the target receiving mode. The receive end performs decoding processing on the service information based on the target receiving mode. In this way, power consumption can be further reduced, and information transmission of a plurality of service types can be supported, thereby improving information transmission flexibility and user experience.

Abstract: A first machine learning model is deployed in a first communication apparatus, and a second machine learning model is deployed in a second communication apparatus. First information is obtained that carries indication information of both a first transmission resource and a second transmission resource, wherein the first transmission resource is for the first communication apparatus to transmit a first output of the first machine learning model to the second communication apparatus, and wherein the second transmission resource is for the first communication apparatus to receive first feedback data that is from the second communication apparatus. The first feedback data includes a first gradient, wherein the first gradient is for updating the first machine learning model. The first communication apparatus transmits the first output to the second communication apparatus on the first transmission resource.

Abstract: The present disclosure relates to systems and methods for transport capacity scheduling. The systems and methods may determine a target region, wherein a plurality of service requests that satisfy a preset condition initiate from the target region. The systems and methods may determine a non-busy region based on information of the target region. The non-busy region may include one or more available service providers that are free to accept a service request. The systems and methods may transmit, via a network, a scheduling instruction associated with the plurality of service requests to a user terminal associated with at least one of the one or more available service providers in the non-busy region. The scheduling instruction may include information inquiring whether the at least one of the one or more available service providers in the non-busy region agrees to go to the target region.

Abstract: The present invention provides a method, apparatus, and device for monitoring promotion status data, and a non-volatile computer storage medium. In the embodiments of the present invention, promotion status data of at least two promotion layers of a promotion account within a specified time range is sampled; then, it is determined, according to the promotion status data of the at least two promotion layers, whether promotion status data of a first promotion layer is consistent with promotion status data of a second promotion layer; if the promotion status data of the first promotion layer is not consistent with the promotion status data of the second promotion layer, an abnormal monitoring result of the promotion account can be obtained.

Abstract: The present disclosure relates to systems and methods for transport capacity scheduling. The systems and methods may determine a target region, wherein a plurality of service requests that satisfy a preset condition initiate from the target region. The systems and methods may determine a non-busy region based on information of the target region. The non-busy region may include one or more available service providers that are free to accept a service request. The systems and methods may transmit, via a network, a scheduling instruction associated with the plurality of service requests to a user terminal associated with at least one of the one or more available service providers in the non-busy region. The scheduling instruction may include information inquiring whether the at least one of the one or more available service providers in the non-busy region agrees to go to the target region.

Abstract: A system includes a storage device storing a set of instructions and at least one processor in communication with the storage device. When executing the instructions, the at least one processor is configured to cause the system to obtain a dispatch demand associated with a target service area and determine at least one first candidate service provider for the dispatch demand. The at least one processor may also cause the system to transmit a dispatch request to the at least one first candidate service provider. The at least one processor may further cause the system to determine, among the at least one first candidate service provider, a second candidate service provider, and transmit a service order associated with the target service area to the second candidate service provider at a first time point.

Abstract: The present invention provides a method, apparatus, and device for monitoring promotion status data, and a non-volatile computer storage medium. In the embodiments of the present invention, promotion status data of at least two promotion layers of a promotion account within a specified time range is sampled; then, it is determined, according to the promotion status data of the at least two promotion layers, whether promotion status data of a first promotion layer is consistent with promotion status data of a second promotion layer; if the promotion status data of the first promotion layer is not consistent with the promotion status data of the second promotion layer, an abnormal monitoring result of the promotion account can be obtained.