计算机科学 ›› 2016, Vol. 43 ›› Issue (3): 18-22.doi: 10.11896/j.issn.1002-137X.2016.03.003
石嵩,宁永波,李宏亮,郑方
SHI Song, NING Yong-bo, LI Hong-liang and ZHENG Fang
摘要： 连接是数据查询处理中最耗时、使用最频繁的操作之一,对提高连接操作的速率具有重要意义。阵列众核处理器是一类重要的众核处理器,具有强大的并行能力,可用来加速并行计算。基于阵列众核处理器的结构,设计和优化了一种高效的多层分区Hash连接算法。该算法通过多层划分的策略大大降低了主存访问次数,通过分区重排方法有效消除了数据倾斜的影响,获得了很高的性能。在异构融合阵列众核处理器DFMC(Deeply-Fused Many Core)原型系统上的实验结果表明,DFMC上多层分区Hash连接算法的性能是CPU-GPU耦合结构上最快的连接算法的8.0倍,表明利用阵列众核处理器加速数据查询应用具有优势。
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