The plugin blocks with a message "Publish Cobertura Coverage Report is waiting for a checkpoint on <job-name> #num" whenever an earlier build of that job is still running, thus blocking the later build from finishing first.

See https://issues.jenkins-ci.org/browse/JENKINS-9913 and related issues for other plugins.