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Towards Run-time Resilience Evaluation in Self-Adaptive Systems


The provision of assurances for self-adaptive systems presents its challenges, since uncertainties associated with their operating environments often hamper the provision of absolute guarantees that system properties can be satisfied. In previous work, we defined a development-time approach for the evaluation of self-adaptive systems that relies on stimulation and probabilistic modelchecking to provide levels of confidence regarding service delivery. However, development-time evaluation has limitations due to the dynamic nature of selfadaptive systems, whose behavior depends on run-time conditions that continuously change. In this paper, we discuss the challenges and issues posed by the shift of resilience evaluation from development-time to run-time.

Palabras Clave:

resilience evaluation - self-adaptation; assurances; architecture model





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