Title :
Heterogeneous PBLAS: Optimization of PBLAS for Heterogeneous Computational Clusters
Author :
Reddy, Raghu ; Lastovetsky, Alexey ; Alonso, Pedro
Author_Institution :
Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin, Ireland
Abstract :
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.
Keywords :
linear algebra; mathematics computing; parallel programming; software packages; user interfaces; workstation clusters; HeteroPBLAS package; Heterogeneous PBLAS package; heterogeneous computational clusters; heterogeneous computing cluster; homogeneous computing cluster; optimized parallel basic linear algebra subprograms; parallel linear algebra package; software hierarchy; user interface; Computer science; Concurrent computing; Design optimization; Distributed computing; Educational institutions; Informatics; Kernel; Linear algebra; Packaging; User interfaces; HeteroMPI; Heterogeneous parallel computing; MPI; PBLAS; ScaLAPACK; mpC;
Conference_Titel :
Parallel and Distributed Computing, 2008. ISPDC '08. International Symposium on
Conference_Location :
Krakow
Print_ISBN :
978-0-7695-3472-5
DOI :
10.1109/ISPDC.2008.9
