Abstract:Mobile applications have become increasingly popular over the recent years. As shown in the latest statistics, over 85.1% of mobile phones is based on Android operation system. Due to the Android's open-source character, Android application is becoming increasingly popular. Nevertheless, how to ensure program quality has become a severe problem. Previous work focused on doing static or dynamic analysis on the code to find performance problem. Yet they did not focus on the combination of performance testing and oriental testing. Therefore, in this paper we presents a GUI-based software automated performance testing framework. By parsing pages, we try to find the APP states as much as possible, and then analyze the log files to find out the APP performance problems and recover the problem scenarios. To ensure the operability of our tool, we use Java to set up this automated testing framework for Android mobile software. We download mobile applications from the open source community named F-Droid for experiments. The result shows that our technology can find more state of the APP and reveal performance problems in the running process.