Hadoop is not "for CPU bound problems." It's for huge data. There are much better frameworks for the problem of splitting a parallelizable computation across machines. Nobody would use Hadoop just for that.

Why would Java be the fastest way to do computations with Hadoop? You can use many languages for the map/reduce pieces. The fastest language would be fastest language, not necessarily Java.