Title
A comparison of automatic parallelization tools/compilers on the SGI origin 2000
Abstract
Porting applications to new high performance parallel and distributed computing platforms is a challenging task. Since writing parallel code by hand is time consuming and costly, porting codes would ideally be automated by using some parallelization tools and compilers. In this paper, we compare the performance of three parallelization tools and compilers based on the NAS Parallel Benchmark and a CFD application, ARC3D, on the SGI Origin2000 multiprocessor. The tools and compilers compared include: 1) CAPTools: an interactive computer aided parallelization toolkit, 2) Portland Group's HPF compiler, and 3) the MIPSPro FORTRAN compiler available on the Origin2000, with support for shared memory multiprocessing directives and MP runtime library. The tools and compilers are evaluated in four areas: 1) required user interaction, 2) limitations, 3) portability and 4) performance. Based on these results, a discussion on the feasibility of computer-aided parallelization of aerospace applications is presented along with suggestions for future work.
Year
DOI
Venue
1998
10.1109/SC.1998.10010
SC
Keywords
Field
DocType
sgi origin2000 multiprocessor,parallelization toolkit,cfd application,hpf compiler,mp runtime library,mipspro fortran,automatic parallelization tool,new high performance parallel,parallel code,sgi origin,computer-aided parallelization,parallelization tool,shared memory,automatic parallelization
Programming language,Shared memory,Computer science,Parallel computing,Fortran,Multiprocessing,Compiler,Runtime library,Porting,Software portability,Automatic parallelization
Conference
ISBN
Citations 
PageRank 
0-89791-984-X
7
0.81
References 
Authors
15
5
Name
Order
Citations
PageRank
Michael Frumkin1504.82
Michelle Hribar270.81
Haoqiang Jin328431.77
Abdul Waheed416632.70
Jerry Yan514122.83