A multi-device Android mobile raw log Dataset for intelligent analysis

• João Alfredo Bessa UFAM
• Ricardo Miranda Filho UFAM
• Raimundo Barreto UFAM
• Rosiane de Freitas UFAM

Resumo

Android device logs contain relevant information about running applications, as well as the base system and hardware, which is important for routine maintenance of these devices. "Log analysis" refers to the act of separating the variable and fixed parts of a log structure. The result of this action can be used to automatically process the information contained in the logs. This paper presents a dataset generated from a collection of 7 Android mobile devices for intelligent log analysis testing. It also demonstrates the variability of the information present in the logs as well as the differences in the organization of this information. In addition to the raw logs, there are 6 log blocks extracted and processed by parsing. Furthermore, the data from this dataset was important for a previously published analysis performance analysis.

Palavras-chave: Organizations, Systems engineering and theory, Hardware, Performance analysis, Maintenance, Smart phones, Anomaly detection, Testing, Parsing, Android Logs, Anomaly Detection