Assembling recursively stored sparse matrices
M Martone, Salvatore Filippone, Salvatore Tucci, Marcin Paprzycki · Proceedings of the International Multiconference on Computer Science and Information Technology · 2010
Recently, we have introduced an approach to multicore computations on sparse matrices using recursive partitioning, called Recursive Sparse Blocks (RSB). In this document, we discuss issues involved in assembling matrices in the RSB format. Since the main expected application area is iterative methods, we compare the performance of matrix assembly to that of matrix-vector multiply (SpMV), outlining both scalability of the method and execution times ratio.