Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries
Summary: MergeGraph enables window-based monotonic graph analytics by computing and reusing transitional results during slice generation for pattern-consistent queries, avoiding costly slice merges. It composes results across slices, supports broad monotonic queries, and yields ~11.3× speedups. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zheng Chen (Renmin University of China)
- 2. Feng Zhang (Renmin University of China)
- 3. Yang Chen (Renmin University of China)
- 4. Xiaokun Fang (Renmin University of China)
- 5. Guanyu Feng (Tsinghua University)
- 6. Xiaowei Zhu (Ant Financial)
- 7. Wenguang Chen (Tsinghua University)
- 8. Xiaoyong Du (Renmin University of China)
BibTeX Citation
@article{chen_vldb24,
title = {{Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries}},
author = {Chen, Zheng and Zhang, Feng and Chen, Yang and Fang, Xiaokun and Feng, Guanyu and Zhu, Xiaowei and Chen, Wenguang and Du, Xiaoyong},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {11},
pages = {3003--3016},
doi = {10.14778/3681954.3681979},
url = {https://doi.org/10.14778/3681954.3681979},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,717 | Tribase: A Vector Data Query Engine for Reliable and Lossless Pruning Compression using Triangle Inequalities | 2025 | SIGMOD | 6.0166864e-05 |
| 10,490 | Maintaining Biconnected Components in Streaming Graphs | 2026 | SIGMOD | 4.9769913e-05 |
| 10,582 | Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine | 2026 | SIGMOD | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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