Container resource dynamic scheduling method and system based on usage amount prediction

The invention discloses a container resource dynamic scheduling method and a container resource dynamic scheduling system based on usage amount prediction, a container resource usage amount prediction model based on Transform is adopted to predict the usage of application resources, and the requirements of program applications on the usage rate of a CPU, the memory usage amount, the network usage amount and the disk usage amount at different time nodes are different. Collecting the use conditions of the resources according to a time sequence, standardizing the use conditions, arranging the use conditions into a time sequence feature sequence according to a proper time window, and inputting the time sequence feature sequence into a prediction model line to predict the use amount of the container resources; and then, on the basis of a prediction result, calculating an expected copy number of a next period, comparing the expected copy number with a current expected copy number calculated by a response type scali