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Space-time tradeoffs in the inverse B-W transform

机译:逆B-W变换中的时空权力

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Lossless text compression based on the Burrows-Wheeler transform (BWT) has become popular. Compression-time issues-MTF coding or the avoidance thereof (Wirth 2000), encoding the MTF values, sorting fast (Seward 2000)-have seen considerable investigation. Decompression-time issues remain underinvestigated. For some applications, decompression-time behaviour is a critical issue. For example, boot-time decompression of the Linux kernel requires decompression in limited memory. On-the-fly disk compressors employing the BWT demand fast decompression. This paper presents a number of ways to implement the inverse B-W transform, giving a useful range of speed-memory tradeoffs. We show that, at one extreme, it is possible to invert the BWT, slowly, using just one byte per block-byte. At the other extreme, we argue that the maximum speed of BWT decompression is unavoidably constrained by the rate at which cache misses are serviced.
机译:基于洞穴轮转器变换(BWT)的无损文本压缩已变得流行。压缩时间问题-MTF编码或其避免(WIRTH 2000),编码MTF值,排序快(SEWARD 2000) - 看到了相当大的研究。减压时间问题仍然受到影响。对于某些应用程序,减压时间行为是一个关键问题。例如,Linux内核的启动时间解压缩需要在有限内存中的解压缩。采用BWT需求快速减压的禁用盘压缩机。本文介绍了多种方法来实现逆向B-W变换,提供有用的速度记忆权衡范围。我们表明,在一个极端,可以使用每个块字节的一个字节慢慢地反转BWT。另一方面,我们认为BWT减压的最大速度不可避免地受到缓存未命中的速率的限制。

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