Method and system for maintaining vector clocks during synchronization for data race detection. Embodiments herein disclose methods to reduce overheads of maintaining and updating vector clock during synchronization in vector based dynamic data race detection systems. Embodiments herein enable improvement of vector based dynamic data race detection systems orthogonally without compromising with precision of the system by using opportunistic methods to reduce overheads during synchronization of threads.