GraphMatch: Subgraph Query Processing on Steroids
Summary: GraphMatch: hardware-accelerated subgraph query engine using WCOJ and MaxStep, a novel hardware-parallel set-intersection algorithm for efficient multi-set intersections. MaxStep dataflow yields 6.98×–17.08× speedups vs GraphFlow/RapidMatch and orders-of-magnitude gains over FAST on labeled graphs. (summarized by gpt-5-mini on Feb 11 2026)
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Authors
- 1. Jonas Dann (ETH Zurich)
- 2. Tobias Götz (SAP; Technical University of Munich)
- 3. Daniel Ritter (SAP)
- 4. Jana Giceva (Technical University of Munich)
- 5. Holger Fröning (Heidelberg University)
- 6. Gustavo Alonso (ETH Zurich)
BibTeX Citation
@inproceedings{dann_sigmod26,
title = {{GraphMatch: Subgraph Query Processing on Steroids}},
author = {Dann, Jonas and Götz, Tobias and Ritter, Daniel and Giceva, Jana and Fröning, Holger and Alonso, Gustavo},
series = {{SIGMOD} '26},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3769797},
url = {https://dl.acm.org/doi/10.1145/3769797},
year = {2026}
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