DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine
Summary: DualSIM: disk-based, single-machine parallel subgraph enumeration. It adopts a dual data/query role swap, fixes data pages to enumerate matches with reduced disk I/O and no explosive intermediates, enabling massive graphs on one machine and beating distributed approaches by orders of magnitude. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hyeonji Kim (Pohang University of Science and Technology)
- 2. Juneyoung Lee (Pohang University of Science and Technology)
- 3. Wook-Shin Han (Pohang University of Science and Technology)
- 4. JeongHoon Lee (Pohang University of Science and Technology)
- 5. Moath H.A. Jarrah (Pohang University of Science and Technology)
- 6. Sourav S. Bhowmick (Nanyang Technological University)
- 7. Seongyun Ko (Pohang University of Science and Technology)
BibTeX Citation
@inproceedings{kim_sigmod16,
title = {{DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine}},
author = {Kim, Hyeonji and Lee, Juneyoung and Han, Wook-Shin and Lee, JeongHoon and Jarrah, Moath H.A. and Bhowmick, Sourav S. and Ko, Seongyun},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.2915209},
url = {https://dl.acm.org/doi/10.1145/2882903.2915209},
year = {2016}
}
Incoming Citations (Sorted by Pagerank)
Showing 25 of 25 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 24 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00054865648 |
| 102 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.00034255289 |
| 458 | Counting Triangles in Data Streams | 2006 | PODS | 0.0001810876 |
| 594 | Massive Graph Triangulation | 2013 | SIGMOD | 0.00015979077 |
| 1,036 | Parallel Subgraph Listing in a Large-Scale Graph | 2014 | SIGMOD | 0.00012499878 |
| 1,181 | An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases | 2013 | VLDB | 0.0001179597 |
| 1,552 | Scalable Subgraph Enumeration in MapReduce | 2015 | VLDB | 0.00010379532 |
| 3,393 | OPT: A New Framework for Overlapped and Parallel Triangulation in Large-scale Graphs | 2014 | SIGMOD | 7.45141e-05 |
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| 1 | 3,709 | Multi-Query Optimization for Subgraph Isomorphism Search | 2017 | VLDB |
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| 6 | 10,558 | Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration | 2026 | VLDB |
| 7 | 1,552 | Scalable Subgraph Enumeration in MapReduce | 2015 | VLDB |
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