太赫兹科学与电子信息学报, 2017, 15 (2): 268, 网络出版: 2017-06-06  

基于 InfiniBand的并行绘制系统中的数据压缩

Data compression in parallel rendering system based on InfiniBand
作者单位
四川大学计算机学院,四川成都 610065
摘要
为提高并行绘制系统中的帧率,从数据压缩的角度出发,搭建了基于 InfiniBand的并行绘制系统。首先对并行绘制系统中数据进行分类,根据当前帧的数据量大小设置临界值,对达到临界值的几何数据进行无损压缩。本文研究并对比了 LZ77,LZW,LZO三种数据压缩算法对系统的影响。实验表明, LZ77,LZW和LZO算法均对系统的帧率有所提高,而 LZO算法对系统的帧率提高最明显且稳定性最好,使系统帧率提高近 60%。无损数据压缩对提高并行绘制系统性能具有很明显的效果。
Abstract
From the perspective of data compression, parallel rendering system based on InfiniBand is set up in order to improve the frame rate. Data classification in parallel rendering system is performed; and the thresholds are set according to the data of the current frame; the lossless compression is applied to the geometric data which reach up to the critical value. The effects of three types of data compression algorithms, LZ77, Lempel-Ziv-Welch(LZW),Lempel -Ziv-Oberhumer(LZO), are researched and compared. The experiments results show that,LZ77,LZW and LZO algorithms can improve the frame rate of system; LZO algorithm increases the frame rate of system most significantly with the best stability, and the system frame rate is increased by nearly 60%. Lossless data compression can improve the performance of parallel rendering system significantly.

彭世雄, 季玉龙, 吴志红. 基于 InfiniBand的并行绘制系统中的数据压缩[J]. 太赫兹科学与电子信息学报, 2017, 15(2): 268. PENG Shixiong, JI Yulong, WU Zhihong. Data compression in parallel rendering system based on InfiniBand[J]. Journal of terahertz science and electronic information technology, 2017, 15(2): 268.

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