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BG3: A Cost Effective and I/O Efficient Graph Database in ByteDance

Summary: BG3 is a decoupled compute/storage distributed graph DB for ByteDance's massive social graphs. BW-tree in-memory indices with cheap cloud storage; workload-aware space reclamation to curb write amplification; lightweight leader–follower sync for strong consistency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6843
Venue
SIGMOD
Year
2024
Pagerank
5.8534756e-05
Overall Rank
6,521 | 55.27%
DOI
10.1145/3626246.3653373

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{zhang_sigmod24,
        title = {{BG3: A Cost Effective and I/O Efficient Graph Database in ByteDance}},
        author = {Zhang, Wei and Chen, Cheng and Wang, Qiange and Wang, Wei and Yang, Shijiao and Zhou, Bingyu and Zhu, Huiming and Chen, Chao and Zhao, Yongjun and Hu, Yingqian and Cheng, Miaomiao and Li, Meng and Tan, Hongfei and Liu, Mengjin and Lin, Hexiang and Zhang, Shuai and Zhang, Lei},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3626246.3653373},
        url = {https://dl.acm.org/doi/10.1145/3626246.3653373},
        year = {2024}
}

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