GraphScope Flex: LEGO-like Graph Computing Stack
Summary: GraphScope Flex: LEGO-like modular graph computing stack for flexible interfaces, storage formats, and apps. Architectural innovations enable resource-efficient, cost-effective graph processing with 2.4x throughput, up to 55.7x speedup on LDBC/Graphalytics, and up to 2400x real-world gains. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tao He (Alibaba)
- 2. Shuxian Hu (Alibaba)
- 3. Longbin Lai (Alibaba)
- 4. Dongze Li (Alibaba)
- 5. Neng Li (Alibaba)
- 6. Xue Li (Alibaba)
- 7. Lexiao Liu (Alibaba)
- 8. Xiaojian Luo (Alibaba)
- 9. Binqing Lyu (Alibaba)
- 10. Ke Meng (Alibaba)
- 11. Sijie Shen (Alibaba)
- 12. Li Su (Alibaba)
- 13. Lei Wang (Alibaba)
- 14. Jingbo Xu (Alibaba)
- 15. Wenyuan Yu (Alibaba)
- 16. Weibin Zeng (Alibaba)
- 17. Lei Zhang (Alibaba)
- 18. Siyuan Zhang (Alibaba)
- 19. Jingren Zhou (Alibaba)
- 20. Xiaoli Zhou (Alibaba)
- 21. Diwen Zhu (Alibaba)
BibTeX Citation
@inproceedings{he_sigmod24,
title = {{GraphScope Flex: LEGO-like Graph Computing Stack}},
author = {He, Tao and Hu, Shuxian and Lai, Longbin and Li, Dongze and Li, Neng and Li, Xue and Liu, Lexiao and Luo, Xiaojian and Lyu, Binqing and Meng, Ke and Shen, Sijie and Su, Li and Wang, Lei and Xu, Jingbo and Yu, Wenyuan and Zeng, Weibin and Zhang, Lei and Zhang, Siyuan and Zhou, Jingren and Zhou, Xiaoli and Zhu, Diwen},
series = {{SIGMOD} '24},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3626246.3653383},
url = {https://dl.acm.org/doi/10.1145/3626246.3653383},
year = {2024}
}
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,873 | TGraph: A Tensor-centric Graph Processing Framework | 2025 | SIGMOD | 5.3539725e-05 |
| 9,499 | GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing | 2024 | VLDB | 5.2602156e-05 |
| 9,942 | A Modular Graph-Native Query Optimization Framework | 2025 | SIGMOD | 5.1915905e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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|---|---|---|---|---|
| 1 | 5,675 | MOCgraph: Scalable Distributed Graph Processing Using Message Online Computing | 2015 | VLDB |
| 2 | 1,563 | LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms | 2016 | VLDB |
| 3 | 9,622 | Revisiting Graph Analytics Benchmark | 2025 | SIGMOD |
| 4 | 7,610 | Using Domain-Specific Languages For Analytic Graph Databases | 2016 | VLDB |
| 5 | 1,911 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB |
| 6 | 8,318 | Optimizing Declarative Graph Queries at Large Scale | 2019 | SIGMOD |
| 7 | 1,654 | Navigating the Maze of Graph Analytics Frameworks using Massive Graph Datasets | 2014 | SIGMOD |
| 8 | 10,916 | LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration | 2025 | VLDB |
| 9 | 7,796 | GraphScope: A One-Stop Large Graph Processing System | 2021 | VLDB |
| 10 | 2,915 | GraphScope: A Unified Engine For Big Graph Processing | 2021 | VLDB |