Communication network flow prediction method and device and electronic equipment

One or more embodiments of the invention provide a communication network flow prediction method and device, and an electronic device. The problems of large error and inaccuracy of a prediction resultof an existing communication network traffic prediction method can be solved. The communication network flow prediction method comprises the steps of acquiring historical traffic data of a communication network, and preprocessing the historical traffic data to obtain a traffic data set; constructing a multi-channel space-time prediction model, and training the multi-channel space-time prediction model by utilizing the flow data set; optimizing the multi-channel space-time prediction model according to a training result; and according to the historical flow data, predicting the flow value of the target area by using the optimized multi-channel space-time prediction model. 本说明书一个或多个实施例提供一种通信网流量预测方法、装置与电子设备，能够解决现有通信网流量预测方法预测结果误差较大、有失准确的问题。所述通信网流量预测方法，包括：获取通信网的历史流量数据，对所述历史流量数据进行预处理得到流量数据集；构建多通道时空预测模型，利用所述流量数据集对所述多通道时空