The invention discloses a communication method and
system for realizing three-in-one network based on an intelligent CPE gateway, and relates to the technical field of
network communication, and the method comprises the steps: connecting a telecommunication network, a broadcast television network and
the Internet through the intelligent CPE gateway, collecting bandwidth,
delay and
packet loss rate data in real time, and storing the data in a
time sequence database; analyzing historical and real-
time data based on a flow prediction model of
machine learning, generating a network demand prediction result of a future time period, and dynamically allocating multiple network resources by using a
reinforcement learning algorithm; according to the priority of the service type, splitting the data flow to different network links by adopting a multi-path
transmission protocol, and meanwhile, carrying out localization
processing on the high-time-sensitivity service through an
edge computing node; and providing a user-defined interface, setting the bandwidth priority of the service, and feeding back a user manual strategy to the
resource allocation model. According to the invention, efficient interaction of three-
network data is realized through multi-network access and protocol conversion of the intelligent CPE gateway.