GConnect: A Connectivity Index for Massive Disk-Resident Graphs
Summary: GConnect: a connectivity index for massive disk-resident graphs. Edge-sampling yields compact in-memory representations used to build a disk-resident index for fast, approximate minimum-cut queries; 2–3 orders of magnitude faster with minor accuracy loss. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Charu Aggarwal
- 2. Yan Xie
- 3. Philip S. Yu
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,854 | Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity | 2015 | SIGMOD | 6.6988744e-05 |
| 5,215 | Relational Approach for Shortest Path Discovery over Large Graphs | 2012 | VLDB | 5.6228603e-05 |
| 7,346 | I/O Efficient ECC Graph Decomposition via Graph Reduction | 2016 | VLDB | 4.7556749e-05 |
| 8,630 | A Near-Optimal Approach to Edge Connectivity-Based Hierarchical Graph Decomposition | 2022 | VLDB | 4.480887e-05 |
| 8,897 | BCviz: A Linear-Space Index for Mining and Visualizing Cohesive Bipartite Subgraphs | 2025 | SIGMOD | 4.427232e-05 |
| 11,857 | On Measuring the Lattice of Commonalities Among Several Linked Datasets | 2016 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 57 | Discovering Large Dense Subgraphs in Massive Graphs | 2005 | VLDB | 0.00065491112 |
| 388 | Graph Summarization with Bounded Error | 2008 | SIGMOD | 0.00024662272 |
| 572 | Substructure Similarity Search in Graph Databases | 2005 | SIGMOD | 0.00019887011 |
| 1,747 | Mining Significant Graph Patterns by Leap Search | 2008 | SIGMOD | 0.00010691242 |
| 3,693 | The Web as a graph | 2000 | PODS | 6.8356209e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,626 | Divide & Conquer: I/O Efficient Depth-First Search | 2015 | SIGMOD | 4.314762e-05 |
| 1,579 | Query Preserving Graph Compression | 2012 | SIGMOD | 0.00011283792 |
| 10,985 | Constant-time Connectivity Querying in Dynamic Graphs | 2024 | SIGMOD | 4.1945683e-05 |
| 334 | Fast and Practical Indexing and Querying of Very Large Graphs | 2007 | SIGMOD | 0.00027081079 |
| 4,970 | On Querying Connected Components in Large Temporal Graphs | 2023 | SIGMOD | 5.7945079e-05 |
| 6,207 | Efficiently Computing k-Edge Connected Components via Graph Decomposition | 2013 | SIGMOD | 5.1572428e-05 |
| 12,041 | I/O Efficient: Computing SCCs in Massive Graphs | 2013 | SIGMOD | 4.1945683e-05 |
| 3,854 | Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity | 2015 | SIGMOD | 6.6988744e-05 |
| 4,067 | Efficient Processing of Distance Queries in Large Graphs: A Vertex Cover Approach | 2012 | SIGMOD | 6.4795399e-05 |
| 7,871 | ConnectIt: A Framework for Static and Incremental Parallel Graph Connectivity Algorithms | 2021 | VLDB | 4.6308128e-05 |