Systems and methods for automatically building a deadlock free inter-communication network in a multi-core system are described. The example implementations described herein involve automatically generating internal dependency specification of a system component based on dependencies between incoming/input and outgoing/output interface channels of the component. Dependencies between incoming and outgoing interface channels of the component can be determined by blocking one or more outgoing interface channels and evaluating impact of the blocked outgoing channels on the incoming interface channels. Another implementation described herein involves determining inter-component communication dependencies by measuring impact of a deadlock on the blocked incoming interface channels of one or more components to identify whether a dependency cycle is formed by blocked incoming interface channels.