Intelligent Trace and Evaluation for Parallel Programming Based on Architectural Details
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| Title | Intelligent Trace and Evaluation for Parallel Programming Based on Architectural Details |
| Authors | |
| Abstract | As CMP became the main stream of processer design, parallel programming is a new challenge for programmer. The execution of the same program may perform much different based on various multi-core architectures. Even the same multi-core processor combined with different mapping strategies are still with distinct performance. How could programmers figure out if their programs, which based on specific multi-processing architectures and mapping strategies, are efficient and even portable? In this paper, we propose Architecture-Based Trace and Evaluation (ABTE) and corresponding framework, which intelligent helps programmers to approximate the performance of their solutions without real running. ABTE mainly includes two parts: 1) the library of architecture models and algorithms; 2) the evaluate engine. We introduce the method of describing models of various architectures and their running algorithms. Based on the models, we propose a marked object trace method to help evaluate the parallel solutions, and use it in the evaluate engine. We explain ABTE by a case study, and the evaluation shows that ABTE can help programmers find the better solution to a parallel application without real running. |
| Publisher | ACADEMY PUBLISHER |
| Date | 2009-11-01 |
| Source | Journal of Computers Vol 4, No 11 (2009): Special Issue: Selected Best Papers of WKDD 2008 - Track on Information Proces |
| Rights | Copyright © ACADEMY PUBLISHER - All Rights Reserved.To request permission, please check out URL: http://www.academypublisher.com/copyrightpermission.html. |