The time cost of collecting a region in a Garbage-First garbage collector is adjusted to account for concurrent thread activity. The overhead of a concurrent thread is tracked by dividing elapsed time into relatively short time “windows” and monitoring the system during those windows to determine how long that thread is scheduled to run during those windows. Using measurements of this type for each concurrent thread, the percentage of each elapsed time window dedicated to each concurrent thread is determined. Finally, by summing the percentages of elapsed time dedicated to concurrent thread activity, the cost of collecting a region can be increased by adding the overhead attributable to concurrent activity.