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Autonomic computing is emerging as a significant new approach to the design of computing systems. Its goal is the development of systems that are self-configuring, self-healing, self-protecting and self-optimizing. Dependability is a long-standing desirable property of all computer-based systems. The purpose of the paper is to consider how autonomic computing can provide a framework for dependability.