GLOUDS: Representing tree-like graphs

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Abstract

The Graph Level Order Unary Degree Sequence (GLOUDS) is a new succinct data structure for directed graphs that are "tree-like," in the sense that the number of "additional" edges (w.r.t. a spanning tree) is not too high. The algorithmic idea is to represent a BFS-spanning tree of the graph (consisting of n nodes) with a well known succinct data structure for trees, named LOUDS, and enhance it with additional information that accounts for the non-tree edges. In practical tests, our data structure performs well for graphs containing up to m=5n edges, while still having competitive running times for listing adjacent nodes.

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Fischer, J., & Peters, D. (2016). GLOUDS: Representing tree-like graphs. In Journal of Discrete Algorithms (Vol. 36, pp. 39–49). Elsevier. https://doi.org/10.1016/j.jda.2015.10.004

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