数据化:四分之一个世纪和四个数量级之后

P. Bertasi, M. Bonazza, M. Bressan, E. Peserico
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摘要

高性能psort排序库和精心调优的桌面级集群的组合使我们能够将Datamation排序基准上的先前记录提高一个数量级以上,在几十毫秒内将一百万个100字节的记录从一个磁盘排序到另一个磁盘。在我们面临的许多实现和配置选择中,最关键的是明智的数据放置和磁盘上的访问模式,采用UDP套接字而不是MPI,仔细修剪几乎所有的系统守护进程,以及拒绝“随需应变”的频率缩放。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Datamation: A Quarter of a Century and Four Orders of Magnitude Later
The combination of the high-performance psort sorting library and of a carefully tuned desktop-class cluster allowed us to improve the previous record on the Datamation sort benchmark by over an order of magnitude, sorting a million 100 byte records from disk to disk in a few dozen milliseconds. Of the many implementation and configuration choices we faced, the most crucial were judicious data placement and access patterns on disk, adoption of UDP sockets instead of MPI, careful pruning of virtually all system daemons, and rejection of ``on demand'' frequency scaling.
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