Scalable Subgraph Enumeration in MapReduce
Summary: MapReduce-based subgraph enumeration via TwinTwigJoin, a left-deep-join framework using TwinTwig units (edge or two incident edges). Instance-optimal under ER graphs with an optimal join plan; three optimizations; adaptable to power-law graphs; extensive experiments on real graphs with billions of edges show substantial gains over prior approaches. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Longbin Lai (University of New South Wales)
- 2. Lu Qin (University of New South Wales; University of Technology Sydney)
- 3. Xuemin Lin (East China Normal University; University of New South Wales)
- 4. Lijun Chang (University of New South Wales)
BibTeX Citation
@article{lai_vldb15,
title = {{Scalable Subgraph Enumeration in MapReduce}},
author = {Lai, Longbin and Qin, Lu and Lin, Xuemin and Chang, Lijun},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {10},
pages = {974--985},
doi = {10.14778/2794367.2794368},
url = {https://doi.org/10.14778/2794367.2794368},
year = {2015}
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