The invention discloses a network operation decision-making method,
system and device based on flow information and a medium, and the method comprises the steps: obtaining multi-
source data related to network operation, including network flow, user behaviors and service operation data; performing cleaning, duplicate removal and format
standardization processing on the acquired data to form a structured intelligence
data set; key features are extracted from the preprocessed intelligence data, a traffic feature
system is constructed, and
trend analysis is performed in combination with historical operation data; based on the traffic characteristics and the analysis result, establishing an operation
decision model, and generating candidate decision schemes for network
resource scheduling and
service optimization; and performing quantitative evaluation on the candidate schemes through a preset evaluation index, and screening an
optimal decision scheme. Through multi-source traffic
information integration and standardized preprocessing, a
network layer, an
application layer and third-party data are fused, the problem of one-sidedness of single-dimension data decision is solved, a comprehensive traffic feature
system is constructed, and a more accurate basis is provided for operation decision.