2007年1月
A MATLAB-based code generator for parallel sparse matrix computations utilizing PSBLAS
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
- ,
- ,
- 巻
- E90D
- 号
- 1
- 開始ページ
- 2
- 終了ページ
- 12
- 記述言語
- 英語
- 掲載種別
- 研究論文(学術雑誌)
- DOI
- 10.1093/ietisy/e90-d.1.2
- 出版者・発行元
- IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
Parallel programs for distributed memory machines are not easy to create and maintain, especially when they involve sparse matrix computations. In this paper, we propose a program translation system for generating parallel sparse matrix computation codes utilizing PSBLAS. The purpose of the development of the system is to offer the user a convenient way to construct parallel sparse code based on PSBLAS. The system is build up on the idea of bridging the gap between the easy-to-read program representations and highly-tuned parallel executables based on existing parallel sparse matrix computation libraries. The system accepts a MATLAB program with annotations and generates subroutines for an SPMD-style parallel program which runs on distributed-memory machines. Experimental results on parallel machines show that the prototype of our system can generate fairly efficient PSBLAS codes for simple applications such as CG and Bi-CGSTAB programs.
- リンク情報
- ID情報
-
- DOI : 10.1093/ietisy/e90-d.1.2
- ISSN : 1745-1361
- Web of Science ID : WOS:000243703600002