Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine

Authors

• 1. Chengying Huan (Nanjing University)
• 2. Zhengyi Yang (University of New South Wales)
• 3. Haoshen Yang (Rutgers University)
• 4. Shaonan Ma (Qiyuan Lab)
• 5. Rong Gu (Nanjing University)
• 6. Fang Xi (Qiyuan Lab)
• 7. Yongchao Liu (Ant Financial)
• 8. Guihai Chen (Nanjing University)
• 9. Chen Tian (Nanjing University)

@inproceedings{huan_sigmod26,
        title = {{Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine}},
        author = {Huan, Chengying and Yang, Zhengyi and Yang, Haoshen and Ma, Shaonan and Gu, Rong and Xi, Fang and Liu, Yongchao and Chen, Guihai and Tian, Chen},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3769795},
        url = {https://dl.acm.org/doi/10.1145/3769795},
        year = {2026}
}

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