Method and device for analyzing mobile application performance bottleneck based on decision tree

• Main Author: PEI DAN
• Format: Patent
• Language: Chinese; English
• Published: 20.06.2017
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention discloses a method and a device for analyzing mobile application performance bottleneck based on a decision tree. The method comprises: obtaining a mobile terminal performance log; according to the mobile terminal performance log, based on a decision tree, modeling, to obtain a classification model; through the classification model, obtaining a bottleneck condition, to obtain a mobile application performance bottleneck analysis result according to the bottleneck condition. The method can automatically find out a dimensionality assembly which is most possible to be bottleneck from a multi-dimensional log based on machine learning aimed at a mobile application performance log, so that operation and maintenance personnel can rapidly find out user experience bottleneck, so as to improve analysis efficiency and improve accuracy and practicality of analysis. 本发明公开了种基于决策树的移动应用性能瓶颈分析方法及装置，其中，方法包括：获取移动端性能日志；根据移动端性能日志基于决策树进行建模，以得到分类模型；通过分类模型得到瓶颈条件，以根据瓶颈条件得到移动应用性能瓶颈分析结果。该方法可以针对移动应用性能日志通过基于机器学习自动从多维日志中找到最有可