Case study of a parallel slowdown, and the analysis of how to find it out - http://webtide.intalio.com/2012/12/avoiding-parallel-slowdown-in-jetty-9/

Discuss about the racing condition when multiple accessing java.util.HashMap - http://mailinator.blogspot.com.au/2009/06/beautiful-race-condition.html