Enhancing Stability of Android based Smart Devices-JIOS

In the current era of enormous use of smart devices, running with performance demanding applications, stable and healthy working environment of this smarty is required to be maintained. Very little work is done in this vicinity. Major work is done in the area of security, misuse detection, privacy of data and threat detection and even efficient solution are also provided by the researchers. Our goal is to identify unstable and unhealthy situations caused by the application-process running on smart devices. We concentrated on Android based smart devices looking to the popularity, market shares and usage statistics. It is obvious that there is a direct co-relation between application working behaviour and smart device state. Surprisingly, very little work exists on dynamic modelling of application working behaviour and its consequences. The dynamical modelling of behavioural patterns for application abnormality detection is the main contributions of the work. For the same we focused on Android based smart devices looking to the popularity, availability and download statistics of android app. Also due to the open Android’s philosophy, benign or malignant applications can be published easily with limited controls; Android is having challenges in working environment.