Cache-Efficient Fork-Processing Patterns on Large Graphs
Summary: FPP on large graphs suffers cache misses on multi-core systems. ForkGraph partitions graphs into LLC-sized blocks, buffers FPP queries per partition, and uses cache-resident sequential processing with intra- and inter-partition scheduling (yielding and priority-based), achieving work-efficiency and large speedups over Ligra, Gemini, GraphIt. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Shengliang Lu (National University of Singapore)
- 2. Shixuan Sun (National University of Singapore)
- 3. Johns Paul (National University of Singapore)
- 4. Yuchen Li (Singapore Management University)
- 5. Bingsheng He (National University of Singapore)
BibTeX Citation
@inproceedings{lu_sigmod21,
title = {{Cache-Efficient Fork-Processing Patterns on Large Graphs}},
author = {Lu, Shengliang and Sun, Shixuan and Paul, Johns and Li, Yuchen and He, Bingsheng},
series = {{SIGMOD} '21},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3448016.3457253},
url = {https://dl.acm.org/doi/10.1145/3448016.3457253},
year = {2021}
}
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,642 | CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution | 2024 | VLDB | 7.2312616e-05 |
| 6,003 | ThunderRW: An In-Memory Graph Random Walk Engine | 2021 | VLDB | 6.0130964e-05 |
| 9,432 | MITra: A Framework for Multi-Instance Graph Traversal | 2023 | VLDB | 5.2701501e-05 |
| 9,616 | ACGraph: An Efficient Asynchronous Out-of-Core Graph Processing Framework | 2026 | SIGMOD | 5.2434488e-05 |
| 9,738 | GeaFlow: A Graph Extended and Accelerated Dataflow System | 2023 | SIGMOD | 5.227679e-05 |
| 9,948 | uBlade: Efficient Batch Processing for Uncertain Graph Queries | 2024 | SIGMOD | 5.1915905e-05 |
| 10,376 | GraphTwin: Cache-Centric Bit-Level Graph Representation for Fast and Exact Graph Queries | 2026 | SIGMOD | 5.093636e-05 |
| 11,208 | Automating Vectorized Distributed Graph Computation | 2024 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 15 of 15 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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