拆箱
Android(操作系统)
功率消耗
计算机科学
数据库
移动设备
编码(集合论)
源代码
网格
功率(物理)
数据挖掘
电网
实时计算
数据收集
数据存取
仿形(计算机编程)
宏
消费(社会学)
操作系统
国家(计算机科学)
工程类
嵌入式系统
源代码行
作者
Guegain, Edouard,Raes, Rémy,Chachignot, Noé,Quinton, Clément,Rouvoy, Romain
标识
DOI:10.5281/zenodo.14314943
摘要
This archive contain the complementary data for the publication "AndroWatts: Unpacking the Power Consumption ofMobile Device’s Components". This archive contains: - ./material/trace_parser - the tool used to analyse android system traces, with its own readme.- ./material/application-android-conso-tel - the source code of the android application used to stimulate hardware components- ./material/res_test/aggregated.csv - the aggregated metrics of each of the 1000 test performed, including the state of the device and power usage- ./material/analysis.py - the script that analyses aggregated.csv and generates the following files: (requires tunning)- ./material/grid_search_results.csv - the result of grid search for each assessed model (Table 3 & Figure 1)- ./material/per_component_accuracy.csv - the accuracy of each component's prediction, for 1000 measures (Table IV, Figure IV)- ./material/size_comparison.csv - the impact of dataset size on the accuracy of prediction (Table V, Figure 5)
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