嵌入式多核可信系统并行计算框架性能分析

Weidong Ma, Zhiying Wang
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引用次数: 1

摘要

由于环境的限制,采用高性能嵌入式多核处理器是在特定环境下解决科学计算问题的必由之路。讨论了用于安全关键系统的嵌入式多核系统的并行计算框架和方法,分析了龙芯处理器、Intel Q8300处理器和I7 860处理器在单线程、多线程和OpenMP三种方法下的计算性能。研究表明,在情况复杂度不太高的情况下,多核处理器并行计算框架可以显著提高程序的执行效率。仿真测试表明,虽然处理器的实际性能比Q8300更快,但在龙芯平台上的并行加速优于Q8300。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Analysis of Parallel Computing Framework on Embedded Multi-core Trustworthy Systems
Due to the environmental constraints, the use of high-performance embedded multi-core processor to solve the problem of scientific computing is the only way in a specified environment. This paper discusses the parallel computing framework and method in embedded multi-core system that used in safety critical system, and analyzes the performance of computation with three methods: the single thread, multi-thread and OpenMP in loongson processor, Intel Q8300 processor and I7 860 processor. The research shows that the parallel computing framework for multi-core processors can significantly improve the efficiency of program execution when the complexity of the case is not too high. The simulation test expressed that the parallel speedup is better in the loongson platform than Q8300 although the real performance of the processor is more faster than loongson.
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