SEDec 13, 2021

Software Micro-Rejuvenation for Android Mobile Systems

arXiv:2112.06874v113 citations
Originality Incremental advance
AI Analysis

This addresses performance degradation in mobile devices for users, but it is incremental as it builds on existing software rejuvenation concepts.

The paper tackles software aging in Android mobile systems by proposing a configurable micro-rejuvenation technique that acts on in-memory data structures, showing significant gains in system responsiveness and time to failure.

Software aging -- the phenomenon affecting many long-running systems, causing performance degradation or an increasing failure rate over mission time, and eventually leading to failure - is known to affect mobile devices and their operating systems, too. Software rejuvenation -- the technique typically used to counteract aging -- may compromise the user's perception of availability and reliability of the personal device, if applied at a coarse grain, e.g., by restarting applications or, worse, rebooting the entire device. This article proposes a configurable micro-rejuvenation technique to counteract software aging in Android-based mobile devices, acting at a fine-grained level, namely on in-memory system data structures. The technique is engineered in two phases. Before releasing the (customized) Android version, a heap profiling facility is used by the manufacturer's developers to identify potentially bloating data structures in Android services and to instrument their code. After release, an aging detection and rejuvenation service will safely clean up the bloating data structures, with a negligible impact on user perception and device availability, as neither the device nor operating system's processes are restarted. The results of experiments show the ability of the technique to provide significant gains in aging mobile operating system responsiveness and time to failure.

Code Implementations1 repo
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