Survey and taxonomy of lossless graph compression and space-efficient graph representations

M Besta, T Hoefler - arxiv preprint arxiv:1806.01799, 2018 - arxiv.org
Various graphs such as web or social networks may contain up to trillions of edges.
Compressing such datasets can accelerate graph processing by reducing the amount of I/O …

Fully functional static and dynamic succinct trees

G Navarro, K Sadakane - ACM Transactions on Algorithms (TALG), 2014 - dl.acm.org
We propose new succinct representations of ordinal trees and match various space/time
lower bounds. It is known that any n-node static tree can be represented in 2 n+ o (n) bits so …

k2-Trees for Compact Web Graph Representation

NR Brisaboa, S Ladra, G Navarro - International symposium on string …, 2009 - Springer
This paper presents a Web graph representation based on a compact tree structure that
takes advantage of large empty areas of the adjacency matrix of the graph. Our results show …

Compressing and indexing labeled trees, with applications

P Ferragina, F Luccio, G Manzini… - Journal of the ACM …, 2009 - dl.acm.org
Consider an ordered, static tree T where each node has a label from alphabet Σ. Tree T may
be of arbitrary degree and shape. Our goal is designing a compressed storage scheme of T …

Practical rank/select queries over arbitrary sequences

F Claude, G Navarro - International Symposium on String Processing and …, 2008 - Springer
We present a practical study on the compact representation of sequences supporting rank,
select, and access queries. While there are several theoretical solutions to the problem, only …

The G* graph database: efficiently managing large distributed dynamic graphs

AG Labouseur, J Birnbaum, PW Olsen… - Distributed and Parallel …, 2015 - Springer
From sensor networks to transportation infrastructure to social networks, we are awash in
data. Many of these real-world networks tend to be large (“big data”) and dynamic, evolving …

Alphabet-independent compressed text indexing

D Belazzougui, G Navarro - ACM Transactions on Algorithms (TALG), 2014 - dl.acm.org
Self-indexes are able to represent a text asymptotically within the information-theoretic lower
bound under the k th order entropy model and offer access to any text substring and indexed …

A simple storage scheme for strings achieving entropy bounds

P Ferragina, R Venturini - Theoretical Computer Science, 2007 - Elsevier
We propose a storage scheme for a string S [1, n], drawn from an alphabet Σ, that requires
space close to the k-th order empirical entropy of S, and allows one to retrieve any substring …

The wavelet matrix: An efficient wavelet tree for large alphabets

F Claude, G Navarro, A Ordónez - Information Systems, 2015 - Elsevier
The wavelet tree is a flexible data structure that permits representing sequences S [1, n] of
symbols over an alphabet of size σ, within compressed space and supporting a wide range …

Fast and compact web graph representations

F Claude, G Navarro - ACM Transactions on the Web (TWEB), 2010 - dl.acm.org
Compressed graph representations, in particular for Web graphs, have become an attractive
research topic because of their applications in the manipulation of huge graphs in main …