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I/O Efficient Label-Constrained Reachability Queries in Large Graphs

Summary: Targets label-constrained reachability on graphs larger than RAM, formulating the first I/O-aware reduction-based indexing approach. Two graph-reduction operators yield an adaptively built LCR-Index that answers queries by sequential index scans, minimizing I/O and scaling to billion-edge graphs. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13483
Venue
VLDB
Year
2024
Pagerank
4.3341665e-05
Overall Rank
9,483 | 34.03%
DOI
10.14778/3675034.3675049

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Showing 22 of 22 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
108 Truss Decomposition in Massive Networks 2012 VLDB 0.00048300163
279 3-HOP: A High-Compression Indexing Scheme for Reachability Query 2009 SIGMOD 0.00029113513
331 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.00027214222
589 Massive Graph Triangulation 2013 SIGMOD 0.00019576567
686 Finding Maximal Cliques in Massive Networks by H*-graph 2010 SIGMOD 0.00018178029
690 An Analytical Study of Large SPARQL Query Logs 2018 VLDB 0.00018099792
1,553 A Memory Efficient Reachability Data Structure Through Bit Vector Compression 2011 SIGMOD 0.00011402871
1,880 TF-Label: a Topological-Folding Labeling Scheme for Reachability Querying in a Large Graph 2013 SIGMOD 0.00010226347
2,826 Regular Path Query Evaluation on Streaming Graphs 2020 SIGMOD 8.056119e-05
2,910 DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine 2016 SIGMOD 7.9266529e-05
2,957 Computing Label-Constraint Reachability in Graph Databases 2010 SIGMOD 7.8198686e-05
3,127 SCARAB: Scaling Reachability Computation on Large Graphs 2012 SIGMOD 7.5046522e-05
3,213 Landmark Indexing for Evaluation of Label-Constrained Reachability Queries 2017 SIGMOD 7.3669794e-05
3,671 Simple, Fast, and Scalable Reachability Oracle 2013 VLDB 6.8560247e-05
4,478 Reachability Querying: An Independent Permutation Labeling Approach 2014 VLDB 6.1506256e-05
6,795 Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond 2020 VLDB 4.9242446e-05
6,873 Towards Maximum Independent Sets on Massive Graphs 2015 VLDB 4.8989748e-05
7,346 I/O Efficient ECC Graph Decomposition via Graph Reduction 2016 VLDB 4.7556749e-05
7,428 DLCR: Efficient Indexing for Label-Constrained Reachability Queries on Large Dynamic Graphs 2022 VLDB 4.7320892e-05
7,444 Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach 2022 VLDB 4.7281454e-05
9,626 Divide & Conquer: I/O Efficient Depth-First Search 2015 SIGMOD 4.314762e-05
12,041 I/O Efficient: Computing SCCs in Massive Graphs 2013 SIGMOD 4.1945683e-05
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