In our previous work, we have studied the performance of three data distribution schemes, Send Followed Compress (SFC), Compress Followed Send (CFS), and Encoding-Decoding (ED), for sparse arrays based on the traditional matrix representation (TMR) scheme. Since multi-dimensional arrays can also be represented by the extended Karnaugh map representation (EKMR) scheme, in this paper, we first ap...