A MATLAB-Based Code Generator for Parallel Sparse Matrix Computations Utilizing PSBLAS

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概要

• 論文の詳細を見る

• 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.

• 社団法人電子情報通信学会の論文
• 2007-01-01

著者

• Kawabata Hideyuki

  Department Of Orthopaedic Surgery Graduate School Of Medical And Dental Sciences Kagoshima Universit

• Kawabata Hideyuki

  Department Of Computer Engineering Hiroshima City University

• SASAOKA Taiji

  Department of Computer Engineering, Hiroshima City University

• KITAMURA Toshiaki

  Department of Computer Engineering, Hiroshima City University

• Sasaoka Taiji

  Department Of Computer Engineering Hiroshima City University

• Kitamura Toshiaki

  Department Of Computer Engineering Hiroshima City University

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