Fast Matrix Multiplication with Big Sparse Data

Abstract

Big Data becameabuzz 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 FASTsparse MULalgorithm outperforms the state-of-the-art big matrix multiplication approaches in sparse data scenario.

Keywords

• sparse data
• sparse matrices multiplication
• big data
• mapreduce