Beware of parallelization

A recent question on stackoverflow raised the problem of a fast algorithm to count the unique colors in an image (Faster algorithm to check the colors in a image). My answer what that this kind of problems are suited for parallelization. However, parallelization may only help when used judiciously. To demonstrate the point I have…