Big arrays in Java

Java's built-in arrays have one limitation: you cannot create arrays which can hold more than Integer.MAX_VALUE elements. This might be sufficient for most use cases, but if you want to do some big data computations, it might become necessary to hold more than ~2.4 billion elements.