![]() We try to reduce this dilemma by a Multi-layer App Scheduling (MAS) schema, along with a cloud service. This contradiction is intensified for low-end devices due to limited resources. When the storage is running out, being forced to choose an app to uninstall due to space budget is a painful experience for the user. On the other hand, the user tend to install more apps than needed in case they could play a role someday, as indicated by the consumer app usage statistics. ![]() In this paper, we propose a multi-layer mobile application (app) scheduling method to extend the capability of low-end Android devices.With a quantitative analysis, we find that the increase of installed apps will negatively affect quality of experience (QoE) of the user, e.g., the action response time of a mobile device, by producing more periodically or irregularly background tasks.
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