Achieving Self-Healing in Autonomic Software Systems: a Case-Based Reasoning Approach

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Abstract

Self-healing, one of the four key properties characterizing Autonomic Systems, can enable large-scale software systems delivering complex services on a 24/7 basis to meet their goals without requiring any human intervention. In this paper we present a self-healing methodology for software systems based on Case-Based Reasoning, a reasoning paradigm that exploits the unformalized knowledge embedded into already solved instances of problems, able to take advantage from the fact that in software systems most errors are just re-occurrences of known problems. We demonstrate the practical applicability of our methodology by showing how it can be used to obtain a self-healing software system delivering large-scale Internet services.

Lingua originaleInglese
Titolo della pubblicazione ospiteFrontiers in Artificial Intelligence and Applications
EditorHans Czap, Rainer Unland, Cherif Branki, Huaglory Tianfield
EditoreIOS Press BV
Pagine267-281
Numero di pagine15
ISBN (elettronico)1586035770, 9781586035778
Stato di pubblicazionePubblicato - 2005
Evento1st Self-Organization and Autonomous Systems in Computing and Communications Conference, SOAS 2005 - Glasgow, United Kingdom
Durata: 1 gen 2005 → …

Serie di pubblicazioni

NomeFrontiers in Artificial Intelligence and Applications
Volume135
ISSN (stampa)0922-6389
ISSN (elettronico)1879-8314

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???event.eventtypes.event.conference???1st Self-Organization and Autonomous Systems in Computing and Communications Conference, SOAS 2005
Paese/TerritorioUnited Kingdom
CittàGlasgow
Periodo1/01/05 → …

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