SIMD编解码器的真空和原位评价

A. Trotman, Jimmy J. Lin
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引用次数: 10

摘要

通过压缩编解码器,搜索引擎索引的大小和搜索时间是密不可分的。本调查使用几个相对未开发的基于simd的编解码器(包括QMX、TurboPackV和TurboPFor)来检查这种权衡。它使用(非simd) OPTPFor作为基线。介绍了QMX的四种新变体,并进行了比较。这些变体包括对空间和时间的优化。实验在主题701-850的TREC .gov2集合上,按抓取顺序和URL顺序进行。结果表明,这些编解码器之间的差异很小,但QMX的参考实现表现良好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
In Vacuo and In Situ Evaluation of SIMD Codecs
The size of a search engine index and the time to search are inextricably related through the compression codec. This investigation examines this tradeoff using several relatively unexplored SIMD-based codecs including QMX, TurboPackV, and TurboPFor. It uses (the non-SIMD) OPTPFor as a baseline. Four new variants of QMX are introduced and also compared. Those variants include optimizations for space and for time. Experiments were conducted on the TREC .gov2 collection using topics 701-850, in crawl order and in URL order. The results suggest that there is very little difference between these codecs, but that the reference implementation of QMX performs well.
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