The invention discloses a
virtual network bandwidth dynamic regulation and control method and
system based on a user portrait,
electronic equipment and a storage medium, and belongs to the technical field of computers. In order to solve the problem of poor user experience caused by acceleration of a virtual
private network due to fixed bandwidth of the
virtual network, the invention provides a dynamic regulation and control method for bandwidth of the
virtual network based on a user portrait, which comprises the following steps of: collecting a user acceleration log, and constructing a behavior
data set of a corresponding user; according to the behavior
data set, user characteristics of the user in a recent first preset period are obtained, and the user characteristics comprise a user peak use time period and a corresponding bandwidth, a low peak use time period and a corresponding bandwidth, and a bandwidth connection duration; determining a user bandwidth prediction value of the next first preset period of the corresponding user according to the user characteristics; and / or, according to the behavior
data set of all users of the same
edge node and based on a
random forest algorithm, constructing a bandwidth prediction model of the corresponding
edge node; taking behavior data in the latest second preset period in the behavior data set of all users corresponding to the
edge node as input, and obtaining output of the corresponding bandwidth prediction model as a node bandwidth prediction value of the next second preset period of the corresponding edge node; the first preset period is smaller than the second preset period. According to the invention, through deep analysis of user behaviors and demands, user portraits are constructed, bandwidth is intelligently allocated and adjusted, and the utilization efficiency of network resources and user experience can be improved.