H.264编码器在Cell处理器上并行执行的性能分析

Jonghan Park, S. Ha
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引用次数: 16

摘要

并行执行的性能改进取决于两个因素:应用程序本身的潜在并行性,以及应用程序到目标体系结构的最佳映射,这通常是非常特定于目标的。作为一个案例研究,我们分析了在单元处理器上并行执行H.264编码算法(称为X264)的预期性能。考虑到Cell处理器的通信结构,我们在宏块级并行化算法。从性能分析中,我们发现了并行执行的开销因素,并估计了期望的性能。通过与仿真结果的比较,验证了所提分析方法的准确性和实用性。
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 Execution of H.264 Encoder on the Cell Processor
Performance improvement by parallel execution depends on two factors: the potential parallelism of the application itself, and the optimal mapping of the application to the target architecture, which is usually very target specific. As a case study, we analyze the expected performance of parallel execution of an H.264 encoding algorithm, known as X264, on the cell processor. Considering the communication architecture of the Cell processor, we parallelize the algorithm at the macro-block level. From the performance analysis, we discover the overhead factors of parallel execution and estimate the expected performance. Comparison with simulation results proves the accuracy and the usefulness of the proposed analysis method.
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