A practical succinct dynamic graph representation

Abstract

[Abstract]: We address the problem of representing dynamic graphs using k2-trees. The k2-tree data structure is one of the succinct data structures proposed for representing static graphs, and binary relations in general. It relies on compact representations of bit vectors. Hence, by relying on compact representations of dynamic bit vectors, we can also represent dynamic graphs. However, this approach suffers of a well known bottleneck in compressed dynamic indexing. In this paper we present a k2-tree based implementation which follows instead the ideas by Munro et al. (PODS 2015) to circumvent this bottleneck. We present two dynamic graph k2-tree implementations, one as a standalone implementation and another as a C++ library. The library includes efficient edge and neighbourhood iterators, as well as some illustrative algorithms. Our experimental results show that these implementations are competitive in practice.