10 millions element array of doubles/ints/bytes takes almost exactly same amount of bytes in Java as in C++. Java can blow your memory if you do stupid things like wrapping every point 2D into a separate object, but you know, good Java programmers know this. Other than that, its memory usage is quite reasonable, including some room for GC (typically 20-30% of total is enough).
