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基于决策树模型的Android系统性能异常检测

License: Apache License 2.0

Python 19.32% Makefile 3.86% C 1.07% CMake 0.18% Java 63.88% Kotlin 6.13% C++ 5.56%

android_performance_detection's Introduction

Android_Performance_Detection

基于决策树模型的Android系统性能异常检测

项目说明

sim目录下包括:性能异常模拟,分别包括CPU,MEM,GPU手机性能异常模拟 stage3目录下包括:性能异常检测,基于决策树对Android系统性能异常的原因进行分类

异常检测模型

模型为决策树模型,对于前台应用为抖音,淘宝,原神分别建立了有针对性的模型,还建立了整机性能异常检测模型

异常定义

前台应用掉帧(Total missed)超过规定的阈值

项目说明

仅供学习

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