Software failures caused by data race bugs remain major concerns in parallel and distributed systems. To address the issue, iAPSE’s Kishor Trivedi and fellow researchers propose in IEEE Transactions on Reliability stress testing with influencing factors, in which the system runs under certain workloads for a long time with controlled stress conditions, and explore mathematical relationship models between data races’ statistical characteristics of time to failure (TTF) or mean TTF and the influencing factors.