Fast matrix multiplication with big sparse data

Abstract

Big Data became a buzz word nowadays due to the evolution of huge volumes of data beyond peta bytes. This article focuses on matrix multiplication with big sparse data. The proposed FASTsparseMUL algorithm outperforms the state-of-the-art big matrix multiplication approaches in sparse data scenario.