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Better Compression through Better List Update Algorithms

2014, 2014 Data Compression Conference

Abstract

List update is a key step during the Burrows-Wheeler transform (BWT) compression. Previous work has shown (e.g., ]) that careful study of the list update step leads to better BWT compression. Surprisingly, the theoretical study of list update algorithms for compression has lagged behind its use in real practice. To be more precise, the standard model by Sleator and Tarjan for list update considers a linear cost-of-access model while compression incurs a logarithmic cost of access, i.e. accessing item i in the list has cost Θ(i) in the standard model but Θ(log i) in compression applications 1 . These models have been shown, in general, not to be equivalent . This paper has two contributions: