Here's a podcast on HotSpot and Safepoints - a method for allowing fast execution, highly optimized code and also bytecode-by-bytecode debugging.

Also see this written blog:
http://cliffc.org/blog/2015/02/22/how-does-java-both-optimize-hot-loops-and-allow-debugging/