This paper presents the design of ADaRTA, an aging detection and rejuvenation tool for Android. The tool is a software agent which i) performs selective monitoring of system processes and of trends in system performance indicators; ii) detects the aging state and estimates the time-to-aging-failure, through heuristic rules; iii) schedules and applies rejuvenation, based on the estimated time-to-aging-failure. The agent rules and parameters have been defined for ease of configuration and tuning by device designers. A stress testing experiment is discussed, showing ADaRTA’s configurability for the device under test, and the ability of detecting the aging state to prevent device enter a failure state.
A Configurable Software Aging Detection and Rejuvenation Agent for Android / Cotroneo, Domenico; DE SIMONE, Luigi; Natella, Roberto; Pietrantuono, Roberto; Russo, Stefano. - (2019), pp. 239-245. (Intervento presentato al convegno 11th Workshop on Software Aging and Rejuvenation (WoSAR) tenutosi a Berlin, GERMANY nel 28/10/2019) [10.1109/ISSREW.2019.00078].
A Configurable Software Aging Detection and Rejuvenation Agent for Android
Domenico Cotroneo;Luigi De Simone;Roberto Natella;Roberto Pietrantuono;Stefano Russo
2019
Abstract
This paper presents the design of ADaRTA, an aging detection and rejuvenation tool for Android. The tool is a software agent which i) performs selective monitoring of system processes and of trends in system performance indicators; ii) detects the aging state and estimates the time-to-aging-failure, through heuristic rules; iii) schedules and applies rejuvenation, based on the estimated time-to-aging-failure. The agent rules and parameters have been defined for ease of configuration and tuning by device designers. A stress testing experiment is discussed, showing ADaRTA’s configurability for the device under test, and the ability of detecting the aging state to prevent device enter a failure state.File | Dimensione | Formato | |
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