In early 2003 we experienced a change in IT world. Our hardware was different than before. The clock speeds stood still and to make our CPU faster we added more cores. Concurrency was already hard to deal with and now we needed to work with multi-threading machines as well. In times of modern CPUs like Xeon Phi with up to 288 threads and cloud computing the task of utilizing most of the clock cycles is a true challenge.