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NETWORK RESOURCE ALLOCATION BASED UPON NETWORK SERVICE PROFILE TRAJECTORIES
NETWORK RESOURCE ALLOCATION BASED UPON NETWORK SERVICE PROFILE TRAJECTORIES
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机译:基于网络服务配置文件轨迹的网络资源分配
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摘要
A method may include a processor of a telecommunication service provider network receiving a training data set including service profile trajectories for subscribers of the network, each including a network service profile of a subscriber over a plurality of time periods, where for a given time period, each network service profile includes indications of whether a subscriber is subscribed to a plurality of network services. The processor may further create a predictive model based upon the training data set to predict whether a subject subscriber will be subscribed to a given network service at a designated future time period, receive a service profile trajectory for the subject subscriber, apply the service profile trajectory to the predictive model to generate a prediction of whether the subject subscriber will be subscribed to the given network service at the designated future time period, and allocate a network resource based upon the prediction.
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