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.
2019
978-1-7281-5138-0
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].
File in questo prodotto:
File Dimensione Formato  
A_Configurable_Software_Aging_Detection_and_Rejuvenation_Agent_for_Android.pdf

solo utenti autorizzati

Tipologia: Versione Editoriale (PDF)
Licenza: Copyright dell'editore
Dimensione 727.46 kB
Formato Adobe PDF
727.46 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/765464
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 9
  • ???jsp.display-item.citation.isi??? 4
social impact