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The formalism of chronicles has been proposed to monitor and diagnose dynamic physical systems. Even if efficient chronicle recognition algorithms exist, it is now well-known that distributed approaches are better suited to monitor real systems. In this article, we adapt the chronicle-based approach to a distributed context and illustrate this work on the monitoring of software components.