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Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs

Summary: Terrace is a streaming-graph system using a hierarchical, degree-aware container that stores neighbors in degree-specific structures to adapt to skew. Dynamic partitioning yields faster batch insertions up to 1M and improved query performance: 1.7x–2.6x vs Aspen; 0.5x–1.3x vs Ligra. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6265
Venue
SIGMOD
Year
2021
Pagerank
7.1334329e-05
Overall Rank
3,778 | 74.09%
DOI
10.1145/3448016.3457313

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{pandey_sigmod21,
        title = {{Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs}},
        author = {Pandey, Prashant and Wheatman, Brian and Xu, Helen and Buluc, Aydin},
        series = {{SIGMOD} '21},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3448016.3457313},
        url = {https://dl.acm.org/doi/10.1145/3448016.3457313},
        year = {2021}
}

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