Heterogeneous PBLAS: Optimization of PBLAS for Heterogeneous Computational Clusters

This paper presents a package, called Heterogeneous PBLAS (HeteroPBLAS), which is built on top of PBLAS and provides optimized parallel basic linear algebra subprograms for heterogeneous computational clusters. We present the user interface and the software hierarchy of the first research implementation of HeteroPBLAS. This is the first step towards the development of a parallel linear algebra package for heterogeneous computational clusters. We demonstrate the efficiency of the HeteroPBLAS programs on a homogeneous computing cluster and a heterogeneous computing cluster.

• Type: Conference
• Year: 2008
• Where: ISPDC
• Authors: Ravi Reddy Manumachu, Alexey L. Lastovetsky, Pedro Alonso
• Keywords: Basic Linear Algebra Subprograms, Distributed And Parallel Computing, Heterogeneous Computational Clusters, Heterogeneous Computing Cluster, ISPDC 2008