Rank/Select Queries over Mutable Bitmaps

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Authors Giulio Ermanno Pibiri, Shunsuke Kanda arXiv ID 2009.12809 Category cs.DS: Data Structures & Algorithms Citations 13 Venue Information Systems Last Checked 3 months ago
Abstract
The problem of answering rank/select queries over a bitmap is of utmost importance for many succinct data structures. When the bitmap does not change, many solutions exist in the theoretical and practical side. In this work we consider the case where one is allowed to modify the bitmap via a flip(i) operation that toggles its i-th bit. By adapting and properly extending some results concerning prefix-sum data structures, we present a practical solution to the problem, tailored for modern CPU instruction sets. Compared to the state-of-the-art, our solution improves runtime with no space degradation. Moreover, it does not incur in a significant runtime penalty when compared to the fastest immutable indexes, while providing even lower space overhead.
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