A chunking controller within a broker layer detects a large object, where a large object is one that the size of the allocation of the large object within a memory heap exceeds a maximum contiguous free space within the Java heap. The broker layer operates atop the Java Virtual Manager to facilitate communication and business processes between heterogeneous systems. The chunking controller describes the large object by an underlying array of the large object divided into multiple pieces of a size not exceeding the maximum contiguous free space. Then, the chunking controller enables requests through the broker layer for allocation by the Java Virtual Manager of each of the pieces of the large object within the Java heap, such that the broker layer facilitates efficient allocation of large objects in the Java heap managed by the Java Virtual Manager.