Abstract:
A graph refactorization method is provided, and relate to the field of communication technologies, to implement parallel graph processing with load balancing, low communication costs, and short execution time. The method includes: A first machine selects a first vertex from a local vertex set of a subgraph (S801). If a degree of the first vertex is less than or equal to a first preset threshold, the first machine fuses the first vertex and an adjacent vertex within a preset quantity of hops of the first vertex in the local vertex set into a super-vertex (S802). If the degree of the first vertex is greater than or equal to a second preset threshold, the first machine copies the first vertex to obtain N sub-vertices, and divides edges of the first vertex in the subgraph of the first machine into N parts to respectively connect to the N sub-vertices (S803).
Abstract:
The present disclosure relates to capacity planning methods and apparatus. One example method includes matching a distribution model based on a quantity of service packets in each transmission time interval within specified duration to obtain a matched first distribution model, matching a distribution model based on a length of the service packets to obtain a second distribution model, and performing bandwidth control based on the first distribution model, the second distribution model, a distribution parameter of the first distribution model, and a distribution parameter of the second distribution model.
Abstract:
Embodiments of the present Application provide a communications system of an application driven network. The communications system includes: a core controller, a network controller cluster, and an access point cluster. The core controller is configured to allocate at least one network controller in the network controller cluster and at least one access point in the access point cluster to form an application driven network, where the core controller is configured to: form an application control channel and manage the at least one access point, and the at least one access point is configured to form an application data channel. An access point in the access point cluster is configured to establish a communication channel with a terminal device, so that the terminal device accesses the control channel and the application data channel in the application driven network.
Abstract:
Embodiments of the present invention disclose a method for processing user information, a mobile terminal, and a server. The method includes: collecting, by a mobile terminal, terminal information; obtaining prior probability information of different types of user activities at current time and in the position; and recognizing or forecasting, according to the prior probability information and the terminal information, an activity of a terminal user using the mobile terminal. In the embodiments of the present invention, during the recognition or the forecast, the number of data samples increases, and therefore accuracy of the recognition or the forecast is improved; in addition, a difference between information that is pushed to the terminal user by applying a recognition or forecast result in the embodiments of the present invention and information in which the user is interested is comparatively small, and therefore terminal using experience of the user can be improved.
Abstract:
A user verification processing method, a user equipment, and a server, where the method includes: receiving from a server a notification message that includes an action verification code instruction; obtaining sensor data generated when a user performs an action corresponding to the action verification code instruction; and feeding back verification information to the server according to the sensor data. The user verification processing method, the user equipment, and the server provided in the embodiments of the present invention can increase difficulty of cracking a verification code and improve security of the verification code.
Abstract:
Embodiments of the present invention provide a user data annotation method, a terminal device, and a server. The method includes: receiving, by a server, location information of a first user corresponding to a first terminal device, behavior information of the first user, and sensor data of each sensor on the first terminal device, which are sent by the first terminal device in a process of a game; and annotating, by the server, the location information of the first user, the behavior information of the first user, and the sensor data to obtain annotation data of the first user. The technical solution of the present invention can increase the amount of annotation data and overcome the limitation on the application of user behavior recognition.