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In future inhomogeneous, pervasive and highly dynamic networks, end-nodes may often only rely on unreliable and uncertain observations to diagnose hidden network states and decide upon possible remediation actions. Inherent challenges exists to identify good and timely decision strategies to improve resilience of end-node services. In this paper we present a framework, called ODDR (Observation, Diagnosis, Decision, Remediation), for improving resilience of network based services throughdoi:10.1109/isorcw.2010.21 dblp:conf/isorc/CeccarelliGMSB10 fatcat:fk72k4dza5c3jh6y6jcoqn2glu