Automatically partitioning threads based on remote paths

Xinan Tang, G. Gao
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引用次数: 3

Abstract

In order to program multithreaded architectures effectively, compiler support to automatically partition programs into threads is essential. This paper proposes a remote-path-based thread partitioning framework, which can generate low-level threads from procedural programs automatically. The framework has been implemented in the EARTH-C compiler, which uses a data dependence graph (DDG) as an intermediate representation for thread partitioning. To make the compiler work fast, a practical O(n/sup 2/) algorithm is designed to build a non-redundant DDG. To generate correct and efficient threaded code, the remote path heuristic is employed to satisfy thread partitioning constraints and to schedule threads to run quickly. Experimental results show that the DDG building algorithm is fast and the remote-path-based heuristic is very effective in partitioning programs into "optimized" threads.
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基于远程路径自动对线程进行分区
为了有效地对多线程体系结构进行编程,编译器必须支持将程序自动划分为线程。本文提出了一种基于远程路径的线程划分框架,该框架可以自动从过程程序中生成低级线程。该框架已在EARTH-C编译器中实现,该编译器使用数据依赖图(DDG)作为线程分区的中间表示。为了使编译器快速工作,设计了一个实用的O(n/sup 2/)算法来构建一个非冗余的DDG。为了生成正确高效的线程代码,采用了远程路径启发式算法来满足线程分区约束,并调度线程快速运行。实验结果表明,DDG构建算法速度快,基于远程路径的启发式算法在将程序划分为“优化”线程方面非常有效。
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