Research on the Variation Rule of Software Running Resources Based on FCM-LSTM
Software consumes resources in the process of consumption.There are two problems in this process:one is that it is difficult to determine the inflection point of resource consumption change;the other is that when the same software and the same module run different tasks,the data samples generated are too different in order of magnitude.Based on this,a method combining FCM and LSTM algorithm is proposed to study the variation rule of software running resources.FCM algorithm is used to realize clustering among samples of different orders of magnitude,and the processed samples are put into LSTM model for training,so as to obtain the variation curve of resource consumption.The experiment shows that the type of inflection point and its position interval can be determined by the curve of resource consumption change,and the rule of software running re-sources change can be found.In addition,through comparative analysis,the accuracy of FCM-LSTM model is better than other traditional algorithms of the same type in solving this problem.
万方数据
维普
