A lightweight, concurrent detection mechanism avoids global thread suspension by operating during runtime with threads under examination. A particular configuration combines a dependency ("waits for") snapshot with a progression check to determine advancement of purportedly deadlocked threads. Thread blocking is enumerated in a table or graph which denotes dependencies of threads and the corresponding resources. For identified circular dependencies, a successive transition, or progression check ratifies the potential deadlock. A transition counter corresponding to each thread is analyzed in the progression check. The transition counter is indicative of a change in state for the process in question, hence is indicative of instruction execution, an activity not performed by a blocked process. Deadlock is therefore ratified if the transition counters associated with the threads in the potential deadlock have not advanced.