Back to Search Start Over

Improved Graph Indexing Algorithms for Label-Constrained Reachability Queries.

Authors :
Chakraborty, Sankardeep
Najafi, Mohammad
Satti, Srinivasa Rao
Source :
Norsk Informatikkonferanse; 2021, Issue 1, p1-14, 14p
Publication Year :
2021

Abstract

Nowadays graph data have become absolutely ubiquitous in various applications starting from social/road networks to bio-medical data etc. Given such graph data, a reachability query asks if there exists a path from a source vertex to a target vertex in the graph. Due to its immense implications in both theory and applied domains, this query and many of its variants have been extensively studied in the literature. One such variant investigates the reachability between two vertices in an edge-labeled graph while constraining the label set simultaneously. This problem has recently been addressed by Valstar et al. [SIGMOD'17] who proposed an approach called the landmark indexing (LI) to support faster label-constrained reachability (LCR) queries. In this work, we introduce a simple, practical and space-efficient solution for answering LCR queries even faster. The experimental evaluation shows signiffcant time and space efficiency beneffts of our proposed solution over the LI approach for this problem in both real-world and synthetic graphs. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18920713
Issue :
1
Database :
Supplemental Index
Journal :
Norsk Informatikkonferanse
Publication Type :
Conference
Accession number :
164027818