A Peak Prediction Method for Subflow in Hybrid Data Flow

Table 1

Error comparison of prediction results.

Data set	Rate	LSTM	New	Improved (%)
Data set 1	MAE	68.85	59.58	13.46
	RMSE	98.32	80.83	17.80
Data set 2	MAE	13.39	12.36	7.73
	RMSE	17.34	16.13	7.00
Data set 3	MAE	59.57	53.86	9.59
	RMSE	90.98	87.01	4.36